The Imagine team at LIRIS specializes in computer vision, machine learning and pattern recognition. It has 21 permanent members (8 PR, 3 MCF-HDR and 10 MCF), lecturers and researchers from University of Lyon 1, University of Lyon 2, École Centrale de Lyon and INSA Lyon. In 2019, it also has 29 doctoral and 17 post-doctoral fellows among its members.

The various research activities carried out by the Imagine team share the same general objectives aimed at understanding multi-source and multi-sensor images, thus integrating a very wide variety of content around images of people, objects and scenes in 2D and 3D (natural or urban scenes, aerial and satellite images, faces...), image sequences and video streams, as well as digital documents (maps, written and printed texts, scores and symbols...). The notion of visual object, in the broadest sense, thus constitutes a common denominator of our research.

The Imagine team's activities are divided into different themes related to the implementation of methods for indexing, modelling, classification and recognition of content (objects, actions, concepts), with particular attention paid to the development of automatic learning methods for computer vision.

The research carried out in the Imagine team aims to build bridges to bridge the semantic gap between, on the one hand, low-level information present in raw data (sampled data from the signal), possible multi-source data from other modalities or sensors (in particular embedded applications) and higher-level semantic information based on content modeling, classification and identification.

The Imagine team's research activity falls under 5 major sub-themes that constitute the core of its applications.

Publications LIRIS pour l'équipe Extraction de Caractéristiques et Identification (Imagine) (910)

• 2023 (6)
• Conferences (5)
• International conferences with peer review (4)
•  Romain Guesdon, Carlos Crispim-Junior & Laure Tougne (2023). "Synthetic Driver Image Generation for Human Pose-Related Tasks". International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 21 février 2023, Lisbonne (Portugal). doi : 10.5220/0011780800003417. HAL : hal-03936401. .
•  Tetiana Yemelianenko, Alain Trémeau & Iuliia Tkachenko (2023). "Printed Packaging Authentication: Similarity Metric Learning for Rotogravure Manufacture Process Identification". 18th International Conference on Computer Vision Theory and Applications, 21 février 2023, Lisbon (Portugal), pp. 905-911. doi : 10.5220/0011728700003417. HAL : hal-04014889. .
•  Thomas Duboudin, Emmanuel Dellandréa, Corentin Abgrall, Gilles Hénaff & Liming Chen (2023). "Learning Less Generalizable Patterns for Better Test-Time Adaptation". 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023), 21 février 2023, Lisbonne (Portugal). ArXiv : 2210.09834. HAL : hal-03813534. .
•  Steeven Janny, Aurélien Beneteau, Madiha Nadri, Julie Digne, Nicolas Thome & Christian Wolf (2023). "EAGLE: Large-Scale Learning of Turbulent Fluid Dynamics with Mesh Transformers". International Conference on Learning Representation, 1 mai 2023, Kigali (Rwanda). HAL : hal-03992436. .
• Other conferences (1)
•  Devashish Lohani, Carlos Crispim-Junior, Quentin Barthélemy, Sarah Bertrand, Lionel Robinault & Laure Tougne (2023). "Leveraging Unsupervised and Self-Supervised Learning for Video Anomaly Detection". 18th International Conference on Computer Vision Theory and Applications, 21 février 2023, Lisbon (Portugal), pp. 132-143. doi : 10.5220/0011663600003417. HAL : hal-04026129.
• Others (1)
•  Nicolas Jacquelin, Theo Jaunet, Romain Vuillemot & Stefan Duffner (2023). "SwimTrack: Swimmers and Stroke Rate Detection in Elite Race Videos". doi : 10.1145/nnnnnnn.nnnnnnn. HAL : hal-03936053. .
• 2022 (36)
• Journals (7)
• International journals with peer review (7)
•  Iuliia Tkachenko, Alain Trémeau & Thierry Fournel (2022). "Authentication of rotogravure print-outs using a regular test pattern". Journal of information security and applications, vol. 66, p. 103133. doi : 10.1016/j.jisa.2022.103133. HAL : hal-03606988. .
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "On GNN explanability with activation rules". Data Mining and Knowledge Discovery. doi : 10.1007/s10618-022-00870-z. HAL : hal-03821784. .
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "In pursuit of the hidden features of GNN’s internal representations". Data and Knowledge Engineering, vol. 142, p. 102097. doi : 10.1016/j.datak.2022.102097. HAL : hal-03898323.
•  Simon Pageaud, Anne Eyraud-Loisel, Jean-Pierre Bertoglio, Alexis Bienvenüe, Nicolas Leboisne, Catherine Pothier, Christophe Rigotti, Nicolas Ponthus, Romain Gauchon et al. (2022). "Predicted Impacts of Booster, Immunity Decline, Vaccination Strategies, and Non-Pharmaceutical Interventions on COVID-19 Outcomes in France". Vaccines, vol. 10, #12, p. 2033. doi : 10.3390/vaccines10122033. HAL : hal-03883673. .
•  Rui-Qing Li, Suyuan Zeng, Bin Sang, Chaozhuang Xue, Konggang Qu, Yu Zhang, Wei Zhang, Guangyu Zhang, Xinghui Liu et al. (2022). "Regulating electronic structure of porous nickel nitride nanosheet arrays by cerium doping for energy-saving hydrogen production coupling hydrazine oxidation". Nano Research, vol. 15, in press. doi : 10.1007/s12274-022-4912-3. HAL : hal-03783385.
•  Nicolas Jacquelin, Romain Vuillemot & Stefan Duffner (2022). "Periodicity Counting in Videos with Unsupervised Learning of Cyclic Embeddings". Pattern Recognition Letters. doi : 10.1016/j.patrec.2022.07.013. HAL : hal-03738161. .
•  Devashish Lohani, Carlos Crispim-Junior, Quentin Barthélemy, Sarah Bertrand, Lionel Robinault & Laure Tougne (2022). "Perimeter Intrusion Detection by Video Surveillance: A Survey". Sensors, vol. 22, #9, p. 3601. doi : 10.3390/s22093601. HAL : hal-03693500.
• Conferences (16)
• International conferences with peer review (15)
•  Pierre Marza, Laëtitia Matignon, Olivier Simonin & Christian Wolf (2022). "Teaching Agents how to Map: Spatial Reasoning for Multi-Object Navigation". IROS 2022 – IEEE/RSJ International Conference on Intelligent Robots and Systems, 27 octobre 2022, Kyoto (Japan) (Japan). HAL : hal-03940658. .
•  Romain Guesdon, Carlos Crispim-Junior & Laure Tougne (2022). "Multitask Metamodel for Keypoint Visibility Prediction in Human Pose Estimation". International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 6 février 2022, Virtual Conference (France). HAL : hal-03471147. .
•  Sofiane Medjram, Véronique Eglin & Stéphane Bres (2022). "Challenging children handwriting recognition study exploiting synthetic, mixed and real data". International Workshop on Document Analysis Systems, 23 juin 2022, La Rochelle (France). HAL : hal-03614679.
•  Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2022). "Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection". The 36th International Conference on Advanced Information Networking and Applications (AINA), 2022, 13 avril 2022, Sydney (Australia). HAL : hal-03542451. .
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN". Extraction et Gestion des Connaissances, 28 janvier 2022, Blois (France), pp. 159-170. HAL : hal-03921033. .
•  Thomas Duboudin, Emmanuel Dellandréa, Corentin Abgrall, Gilles Hénaff & Liming Chen (2022). "Look Beyond Bias with Entropic Adversarial Data Augmentation". International Conference on Pattern Recognition (ICPR) 2022, 25 août 2022, Montréal (Canada). ArXiv : 2301.03844. HAL : hal-03813525. .
•  Mathieu François, Véronique Eglin & Maxime Biou (2022). "Text detection and post-OCR correction in Engineering Documents". International Workshop on Document Analysis System, 23 mai 2022, La Rochelle (France). HAL : hal-03616017.
•  Catherine Pothier, Louis Vinet, Nicole Bouillod & Ophelia Bounpraseuth (2022). "LES FONTIS DE LA VILLE DE LYON ENTRE 1960 ET 2009 : CAUSES ET TYPOLOGIE". 11emes Journées Nationales de Géotechnique et de Géologie de l’Ingénieur (JNGG 2022), Lyon (France). HAL : hal-03711689. .
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "What Does My GNN Really Capture? On Exploring Internal GNN Representations". International Joint Conference on Artificial Intelligence 2022, 22 juillet 2022, Vienna (Austria). HAL : hal-03700710. .
•  Catherine Pothier, Louis Vinet, Nicole Bouillod & Ophelia Bounpraseuth (2022). "Les fontis de la Ville de Lyon entre 1960 et 2009 : typologie et causes.". 11èmes journées nationales de géotechnique et de géologie de l’ingénieur, 30 juin 2022, Lyon (France). HAL : hal-03719841. .
•  Nicolas Jacquelin, Romain Vuillemot & Stefan Duffner (2022). "Efficient One-Shot Sports Field Image Registration with Arbitrary Keypoint Segmentation". IEEE International Conference on Image Processing, 16 octobre 2022, Bordeaux (France). HAL : hal-03738153. .
•  Thibault Douzon, Stefan Duffner, Christophe Garcia & Jérémy Espinas (2022). "Improving Information Extraction on Business Documents with Specific Pre-Training Tasks". Document Analysis Systems 15th IAPR International Workshop, DAS 2022, 23 mai 2022, La Rochelle (France), pp. 111-125. doi : 10.1007/978-3-031-06555-2_8. HAL : hal-03676134. .
•  Steeven Janny, Fabien Baradel, Natalia Neverova, Madiha Nadri, Greg Mori & Christian Wolf (2022). "Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space". International Conference on Learning Representations, 25 avril 2022, Virtuel (United States of America). HAL : hal-03630595. .
•  Felix Yriarte, Pauline Puteaux & Iuliia Tkachenko (2022). "A Two-Step Method for Ensuring Printed Document Integrity using Crossing Number Distances". 2022 IEEE International Workshop on Information Forensics and Security (WIFS 2022), 16 décembre 2022, Shanghai (en ligne) (China). HAL : hal-03788148. .
•  Devashish Lohani, Carlos Crispim-Junior, Quentin Barthélemy, Sarah Bertrand, Lionel Robinault & Laure Tougne (2022). "UNSUPERVISED AND ADAPTIVE PERIMETER INTRUSION DETECTOR". IEEE International Conference on Image Processing (ICIP), 16 octobre 2022, Bordeaux (France). HAL : hal-03800865. .
• National conferences with peer review (1)
•  Mohamed Atamna, Iuliia Tkachenko & Serge Miguet (2022). "Détection de Deepfakes par Réseaux de Convolution : Performances et Limites Actuelles". XXVIIIème Colloque Francophone de Traitement du Signal et des Images, 6 septembre 2022, Nancy (France). HAL : hal-03769784. .
• HDR, thesis (6)
• Thesis (6)
•  Nicolas Jacquelin (2022). "Automatic Analysis of Elite Swimming Race Videos". HAL : tel-03927207. .
•  Xiangnan Yin (2022). "GAN-based face image synthesis and its application to face recognition". HAL : tel-03739829. .
•  Théo Jaunet (2022). "Deep learning interpretability with visual analytics : Exploring reasoning and bias exploitation". HAL : tel-03827183. .
•  Thomas Petit (2022). "Context-aware person recognition in TV programs". HAL : tel-03827700. .
•  Julia Cohen (2022). "Détection d'objets industriels à l'aide de modèles 3D dans des images égocentriques.". HAL : tel-03967014. .
•  Thomas Duboudin (2022). "Deep diversity learning for better generalization to unseen domains". HAL : tel-03986596. .
• Book edition (books, chapters, seminars, congress, special numbers) (2)
•  Iuliia Tkachenko, Alain Tremeau & Thierry Fournel (2022). "Protecting Documents Using Printed Anticopy Elements". Multimedia Security 2: Biometrics, Video Surveillance and Multimedia Encryption, Wiley. doi : 10.1002/9781119987390.ch2. HAL : hal-03716222.
•  Seiichi Uchida, Elisa H. Barney Smith & Véronique Eglin (2022). "Document Analysis Systems". HAL : hal-03693187.
• Reports (1)
• Research reports/tecnical reports (1)
•  Carlos Crispim-Junior, Romain Guesdon, Christophe Jallais, Florent Laroche, Stephanie Souche-Le Corvec, Xuguang Wang, Georges Beurier & Laure Rodet (2022). "AutoExp: A multidisciplinary, multi-sensor framework to evaluate the acceptability of self-driving cars". HAL : hal-03825090. .
• Others (4)
•  Jonas Lamy, Thibault Pelletier, Guillaume Lienemann, Benoît Magnin, Bertrand Kerautret, Nicolas Passat, Julien Finet & Antoine Vacavant (2022). "A new 3D Slicer plug-in for the interactive annotation and segmentation of liver anatomy". EASL Liver Cancer Summit (LCS), En ligne (France). Poster. HAL : hal-03503706. .
•  Xiangnan Yin, Di Huang, Zehua Fu, Yunhong Wang & Liming Chen (2022). "Segmentation-Reconstruction-Guided Facial Image De-occlusion". ArXiv : 2112.08022. HAL : hal-03482857. .
•  Quentin Gallouédec & Emmanuel Dellandréa (2022). "Cell-Free Latent Go-Explore". ArXiv : 2208.14928. HAL : hal-03769875.
•  Steeven Janny, Quentin Possamaï, Laurent Bako, Christian Wolf & Madiha Nadri (2022). "Learning Reduced Nonlinear State-Space Models: an Output-Error Based Canonical Approach". HAL : hal-03672151. .
• 2021 (58)
• Journals (11)
• International journals with peer review (11)
•  Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia & Thierry Chateau (2021). "2D Wasserstein Loss for Robust Facial Landmark Detection". Pattern Recognition. doi : 10.1016/j.patcog.2021.107945. HAL : hal-03162012. .
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2021). "List-wise learning-to-rank with convolutional neural networks for person re-identification". Machine Vision and Applications. doi : 10.1007/s00138-021-01170-0. HAL : hal-03157567. .
•  Zied Bouyahia, Hedi Haddad, Stéphane Derrode & Wojciech Pieczynski (2021). "Toward a cost-effective motorway traffic state estimation from sparse speed and GPS data". IEEE Access, vol. 9, pp. 44631-44646. doi : 10.1109/access.2021.3066422. HAL : hal-03181894. .
•  Clément Douarre, Carlos Crispim-Junior, Anthony Gelibert, Gérald Germain, Laure Tougne & David Rousseau (2021). "CTIS-Net: A Neural Network Architecture for Compressed Learning Based on Computed Tomography Imaging Spectrometers". IEEE Transactions on Computational Imaging. doi : 10.1109/TCI.2021.3083215. HAL : hal-03248567.
•  Mehdi Ayadi, Mihaela Scuturici, Chokri Ben Amar & Serge Miguet (2021). "A skyline-based approach for mobile augmented reality". The Visual Computer, #37, pp. 789-804. doi : 10.1007/s00371-020-01830-8. HAL : hal-02502748.
•  Zeyu Liu, Mohsen Ardabilian, Abdelmalek Zine & Mohamed Ichchou (2021). "Crack damage identification of a thick composite sandwich structure based on Gaussian Processes classification". Composite Structures, vol. 255, p. 112825. doi : 10.1016/j.compstruct.2020.112825. HAL : hal-03136015. .
•  Pierre-Olivier Mazagol, P. Niogret, Jérémie Riquier, Michel Depeyre, R. Ratajczak, Carlos Crispim-Junior & L. Tougne (2021). "Tools Against Oblivion: 3D Visualization of Sunken Landscapes and Cultural Heritages Applied to a Dam Reservoir in the Gorges de la Loire (France)". Journal of Geovisualization and Spatial Analysis. doi : 10.1007/s41651-020-00072-5. HAL : hal-03096724. .
•  Simon Pageaud, Catherine Pothier, Christophe Rigotti, Anne Eyraud-Loisel, Jean-Pierre Bertoglio, Alexis Bienvenüe, Nicolas Leboisne, Nicolas Ponthus, Romain Gauchon et al. (2021). "Expected Evolution of COVID-19 Epidemic in France for Several Combinations of Vaccination Strategies and Barrier Measures". Vaccines, vol. 9, #12, p. 1462. doi : 10.3390/vaccines9121462. HAL : hal-03482342. .
•  Hossein Ghaffarian, Pierre Lemaire, Zhang Zhi, Laure Tougne, Bruce Macvicar & Hervé Piégay (2021). "Automated quantification of floating wood pieces in rivers from video monitoring: a new software tool and validation". Earth Surface Dynamics, vol. 9, #3, pp. 519-537. doi : 10.5194/esurf-9-519-2021. HAL : hal-03377042.
•  Theo Jaunet, Corentin Kervadec, Romain Vuillemot, Grigory Antipov, Moez Baccouche & Christian Wolf (2021). "VisQA: X-raying Vision and Language Reasoning in Transformers". IEEE Transactions on Visualization and Computer Graphics. doi : 10.1109/TVCG.2021.3114683. HAL : hal-03293079. .
•  Pierre Lemaire, Carlos Crispim-Junior, Lionel Robinault & Laure Tougne (2021). "Registering Unmanned Aerial Vehicle Videos in the Long Term". Sensors, vol. 21, #2, p. 513. doi : 10.3390/s21020513. HAL : hal-03275258.
• Conferences (27)
• International conferences with peer review (25)
•  Clément Douarre, Carlos Crispim-Junior, Anthony Gélibert, Laure Tougne & David Rousseau (2021). "Spectro-imagerie et apprentissage comprimé". 16èmes Journées Imagerie Optique Non Conventionnelle, 31 mars 2021, Paris (en ligne) (France). HAL : hal-03248616.
•  Corentin Kervadec, Theo Jaunet, Grigory Antipov, Moez Baccouche, Romain Vuillemot & Christian Wolf (2021). "How Transferable are Reasoning Patterns in VQA?". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 25 juin 2021, Nashville, Tennessee (United States of America). HAL : hal-03192949. .
•  Clément Douarre, Carlos Crispim-Junior, Anthony Gélibert, Laure Tougne & David Rousseau (2021). "On the value of CTIS imagery for neural network based classification : experimental results". OSA Imaging and Applied Optics Congress, 19 juillet 2021, Vancouver (Canada). HAL : hal-03248645.
•  Florian Delconte, Phuc Ngo, Isabelle Debled-Rennesson, Bertrand Kerautret, Van Tho Nguyen & Thiéry Constant (2021). "Tree Defect Segmentation using Geometric Features and CNN". Reproducible Research on Pattern Recognition (RRPR), Milan (Italy), pp. 80-100. doi : 10.1007/978-3-030-76423-4_6. HAL : hal-03006063. .
•  Anthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner & Christophe Garcia (2021). "Learning Sparse Filters In Deep Convolutional Neural Networks With A l 1 /l 2 Pseudo-Norm". CADL 2020 : Workshop on Computational Aspects of Deep Learning - ICPR 2020, 10 janvier 2021, Milan (Italy). doi : 10.1007/978-3-030-68763-2_50. HAL : hal-03048750. .
•  Jonas Lamy, Bertrand Kerautret, Odyssée Merveille & Nicolas Passat (2021). "Structure, Concept and Result Reproducibility of the Benchmark on Vesselness Filters". Reproducible Research in Pattern Recognition (RRPR), Milan (Italy), pp. 121-135. doi : 10.1007/978-3-030-76423-4_8. HAL : hal-03006138. .
•  Devashish Lohani, Carlos Crispim-Junior, Quentin Barthélemy, Sarah Bertrand, Lionel Robinault & Laure Tougne (2021). "Spatio-Temporal Convolutional Autoencoders for Perimeter Intrusion Detection". Reproducible Research in Pattern Recognition (RRPR) (workshop of the 25th International Conference on Pattern Recognition), 11 janvier 2021, Milan (virtual) (Italy). doi : 10.1007/978-3-030-76423-4_4. HAL : hal-03145398. .
•  Véronique Eglin, Sofiane Medjram, Stéphane Bres, Timothée Jobert & Adrien Piffaretti (2021). "Playful interactive environment for learning to spell at elementary school". ICDAR 2021 Workshop on Industrial Applications of Document Analysis and Recognition, 6 septembre 2021, Lausanne (Switzerland). doi : 10.1007/978-3-030-86159-9_19. HAL : hal-03318379.
•  Ruiqi Dai, Mathieu Lefort, Frédéric Armetta, Mathieu Guillermin & Stefan Duffner (2021). "Novelty detection for unsupervised continual learning in image sequences". IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 1 novembre 2021, Washington DC (virtual) (United States of America). doi : 10.1109/ICTAI52525.2021.00080. HAL : hal-03465146. .
•  Romain Guesdon, Carlos Crispim-Junior & Laure Tougne (2021). "DriPE: A Dataset for Human Pose Estimation in Real-World Driving Settings". 2nd Autonomous Vehicle Vision (AVVision) - International Conference on Computer Vision (ICCV) Workshop, 11 octobre 2021, Virtual Conference (France). HAL : hal-03380579. .
•  Maxime Langlade, Debaleena Misra, Carlos Crispim-Junior & Laure Tougne (2021). "InterFolia: an embedded, educational application to identify plant species in the wild". 7th workshop on Computer Vision in Plant Phenotyping and Agriculture - ICCV Workshop 2021, 11 octobre 2021, Virtual conference (France). HAL : hal-03380533. .
•  Ruiqi Dai, Mathieu Lefort, Frédéric Armetta, Mathieu Guillermin & Stefan Duffner (2021). "Self-supervised continual learning for object recognition in image sequences". International Conference on Neural Information Processing (ICONIP), 8 décembre 2021, Bali (Indonesia). HAL : hal-03465149. .
•  Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2021). "RADON: Robust Autoencoder for Unsupervised Anomaly Detection". The 14th International Conference on Security of Information and Networks, SINCONF 2021, 15 décembre 2021, Edinburgh (United Kingdom). doi : 10.1109/SIN54109.2021.9699174. HAL : hal-03542185.
•  Steeven Janny, Vincent Andrieu, Madiha Nadri & Christian Wolf (2021). "Deep KKL: Data-driven Output Prediction for Non-Linear Systems". 2021 60th IEEE Conference on Decision and Control (CDC), 17 décembre 2021, Austin (France), pp. 4376-4381. doi : 10.1109/CDC45484.2021.9683277. ArXiv : 2103.12443. HAL : hal-03630581. .
•  Julia Cohen, Carlos Crispim-Junior, Jean-Marc Chiappa & Laure Tougne (2021). "Training An Embedded Object Detector For Industrial Settings Without Real Images". 2021 IEEE International Conference on Image Processing (ICIP), 22 septembre 2021, Anchorage (France), pp. 714-718. doi : 10.1109/ICIP42928.2021.9506574. HAL : hal-03531483. .
•  Julia Cohen, Carlos Crispim-Junior, Jean-Marc Chiappa & Laure Tougne (2021). "MobileNet SSD : étude d'un détecteur d'objets embarquable entraîné sans images réelles". ORASIS 2021, 17 septembre 2021, Saint Ferréol (France). HAL : hal-03531390. .
•  Elyes Khermaza, Iuliia Tkachenko & Justin Picard (2021). "Can Copy Detection Patterns be copied? Evaluating the performance of attacks and highlighting the role of the detector". 2021 IEEE International Workshop on Information Forensics and Security (WIFS), 10 décembre 2021, Montpellier (France), pp. 1-6. doi : 10.1109/WIFS53200.2021.9648384. HAL : hal-03507376. .
•  Thomas Petit, Pierre Letessier, Stefan Duffner & Christophe Garcia (2021). "Exploiting Visual Context to Identify People in TV Programs". 19th International Conference on Computer Analysis of Images and Patterns, 30 septembre 2021, Virtual event (Cyprus), pp. 220-230. doi : 10.1007/978-3-030-89131-2_20. HAL : hal-03426301. .
•  Thomas Duboudin, Emmanuel Dellandréa, Corentin Abgrall, Gilles Hénaff & Liming Chen (2021). "Encouraging Intra-Class Diversity Through a Reverse Contrastive Loss for Better Single-Source Domain Generalization". ICCV - Workshop on Adversarial Robustness In the Real World 2021, 11 octobre 2021, Virtual (France). ArXiv : 2106.07916. HAL : hal-03260124. .
•  Yannick Faula, Véronique Eglin & Stéphane Bres (2021). "One-Class Detection and Classification of Defects on Concrete Surfaces". IEEE International Conference on Systems, Man, and Cybernetics (SMC), 17 octobre 2021, Melbourne (Australia). HAL : hal-03318554.
•  Clément Sage, Thibault Douzon, Alex Aussem, Véronique Eglin, Haytham Elghazel, Stefan Duffner, Christophe Garcia & Jérémy Espinas (2021). "Data-Efficient Information Extraction from Documents with Pre-Trained Language Models". ICDAR 2021 Workshop on Document Images and Language, 6 septembre 2021, Lausanne (Switzerland). doi : 10.1007/978-3-030-86159-9_33. HAL : hal-03267497. .
•  Paul Compagnon, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2021). "Sequence Metric Learning as Synchronization of Recurrent Neural Networks". International Joint Conference on Neural Networks, 18 juillet 2021, Glasgow (virtuelle ) (United Kingdom). HAL : hal-03264242. .
•  Pauline Puteaux & Iuliia Tkachenko (2021). "Crossing number features: from biometrics to printed character matching". IWCDF 2021 - 3rd International Workshop on Computational Document Forensics, 10 septembre 2021, Lausanne (Switzerland), pp. 437-450. doi : 10.1007/978-3-030-86198-8_31. HAL : hal-03335687. .
•  Nicolas Jacquelin, Romain Vuillemot & Stefan Duffner (2021). "Detecting Swimmers in Unconstrained Videos with Few Training Data". Machine Learning and Data Mining for Sports Analytics, 17 septembre 2021, Ghand (Belgium). HAL : hal-03358375. .
•  Thomas Petit, Pierre Letessier, Stefan Duffner & Christophe Garcia (2021). "Unsupervised learning of co-occurrences for face images retrieval". MMAsia '20: ACM Multimedia Asia, 7 mars 2021, Virtual Event Singapore (Singapore), pp. 1-7. doi : 10.1145/3444685.3446265. HAL : hal-03339397. .
• National conferences with peer review (2)
•  Nadia Bennani, Sylvie Cazalens, Vincent Cheutet, Claire Leschi, Odyssée Merveille, Camille Moriot, Delphine Muller, Timothée Pecatte, Catherine Pothier et al. (2021). "Apprivoiser l'hétérogénéité en informatique 1ère année". COLLOQINSA 2021 - 7e Colloque pédagogie et formation, 21 mai 2021, Valenciennes (France), pp. 1-6. HAL : hal-03230531. .
•  Noëlie Debs, Sergio Peignier, Clément Douarre, Théo Jourdan, Christophe Rigotti & Carole Frindel (2021). "Apprendre l'apprentissage automatique : un retour d'expérience". CETSIS 2021 - Colloque de l'Enseignement des Technologies et des Sciences de l'Information et des Systèmes, 10 juin 2021, Valenciennes (France), pp. 1-5. HAL : hal-03341954. .
• HDR, thesis (6)
• Thesis (6)
•  Hugues Moreau (2021). "Deep learning for spatio-temporal multidimensional signals : an application to transport mode detection". HAL : tel-03711716. .
•  Clément Douarre (2021). "Spectro-imagerie et apprentissage profond : application à la détection de maladies de plantes". HAL : tel-03690297. .
•  Paul Compagnon (2021). "Sequence metric learning : Application to human activity recognition". HAL : tel-03407186. .
•  Corentin Kervadec (2021). "Bias and reasoning in visual question answering". HAL : tel-03677970. .
•  Shiwei Li (2021). "Human skin characterization and analysis based on hyperspectral reflectance using machine learning". HAL : tel-03412032. .
•  Amaury Depierre (2021). "Apprentissage profond auto-supervisé par simulation pour la saisie robotique adaptative". HAL : tel-03871964. .
• Book edition (books, chapters, seminars, congress, special numbers) (2)
•  Stefan Duffner, Christophe Garcia, Khalid Idrissi & Atilla Baskurt (2021). "Similarity Metric Learning". Multi-faceted Deep Learning - Models and Data. HAL : hal-03465119. .
•  Iuliia Tkachenko, Alain Trémeau & Thierry Fournel (2021). "Protection de documents par impression d’éléments anticopies". Sécurité multimédia 2 : Biométrie, protection et chiffrement multimédia. doi : 10.51926/ISTE.9027.ch2. HAL : hal-03326654.
• Reports (2)
• Research reports/tecnical reports (2)
•  Simon Pageaud, Nicolas Ponthus, Romain Gauchon, Catherine Pothier, Christophe Rigotti, Anne Eyraud-Loisel, Jean-Pierre Bertoglio, Alexis Bienvenüe, François Gueyffier et al. (2021). "Adapting French COVID-19 vaccination campaign duration to variant dissemination". Research report. p. 24. HAL : hal-03294952. .
•  Romain Gauchon, Nicolas Ponthus, Catherine Pothier, Christophe Rigotti, Vitaly Volpert, Stéphane Derrode, Jean-Pierre Bertoglio, Alexis Bienvenüe, Pierre-Olivier Goffard et al. (2021). "Lessons learnt from the use of compartmental models over the COVID-19 induced lockdown in France". Research report. p. 39. HAL : hal-03341704. .
• Others (10)
•  Maxime Petit, Emmanuel Dellandréa & Liming Chen (2021). "Against Amnesic Robots: a Developmental Bayesian Optimization Framework enhanced with Past Experiences and Knowledge from Long-Term Memory". HAL : hal-03186517. .
•  Matthieu Dubuis, Rémi Ratajczak, Lény Grassot, Laure Tougne & Béatrice Fervers (2021). "Détermination semi-automatique de l’occupation du sol grâce au logiciel GOURAMIC : Evaluation des performances sur données historiques et opérateur dépendance". 16th Spatial Analysis and GEOmatics Conference, 5 mai 2021, La Rochelle (France). Poster. HAL : hal-03884861.
•  Amaury Depierre, Emmanuel Dellandréa & Liming Chen (2021). "Scoring Graspability based on Grasp Regression for Better Grasp Prediction". ArXiv : 2002.00872. HAL : hal-02456956. .
•  Corentin Kervadec, Grigory Antipov, Moez Baccouche & Christian Wolf (2021). "Roses Are Red, Violets Are Blue.. but Should Vqa Expect Them To?". HAL : hal-02860823. .
•  Theo Jaunet, Guillaume Bono, Romain Vuillemot & Christian Wolf (2021). "SIM2REALVIZ: Visualizing the Sim2Real Gap in Robot Ego-Pose Estimation". HAL : hal-03430140. .
•  Xiangnan Yin, Di Huang, Zehua Fu, Yunhong Wang & Liming Chen (2021). "Weakly-Supervised Photo-realistic Texture Generation for 3D Face Reconstruction". HAL : hal-03381124. .
•  Bastien Boisjot, Olivier Pouchoy, Maxime Langlade, Carlos Crispim-Junior & Laure Tougne (2021). "InterFolia App video, International Joint Conference on Artificial Intelligence (IJCAI 2021)". HAL : hal-03380449. .
•  Edward Beeching, Maxim Peter, Philippe Marcotte, Jilles Debangoye, Olivier Simonin, Joshua Romoff & Christian Wolf (2021). "Graph augmented Deep Reinforcement Learning in the GameRLand3D environment". HAL : hal-03494852. .
•  Eric Guérin, Killian Oechslin, Christian Wolf & Benoît Martinez (2021). "Satellite Image Semantic Segmentation". ArXiv : 2110.05812. HAL : hal-03375737.
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2021). "On GNN explanability with activation patterns". HAL : hal-03367714. .
• 2020 (50)
• Journals (12)
• International journals with peer review (12)
•  Theo Jaunet, Romain Vuillemot & Christian Wolf (2020). "DRLViz: Understanding Decisions and Memory in Deep Reinforcement Learning". Computer graphics Forum (Proc. Eurovis). doi : 10.1111/cgf.13962. ArXiv : 1909.02982. HAL : hal-02864138. .
•  Weizhen You, Alexandre Saidi, Abdel-Malek Zine & Mohamed Ichchou (2020). "Mechanical Reliability Assessment by Ensemble Learning". Vehicles, vol. 2, #1, pp. 126-141. doi : 10.3390/vehicles2010007. HAL : hal-02712239. .
•  Fei Zheng, Stéphane Derrode & Wojciech Pieczynski (2020). "Semi-supervised optimal recursive filtering and smoothing in non-Gaussian Markov switching models". Signal Processing, vol. 171, 107511-1:107511-10. doi : 10.1016/j.sigpro.2020.107511. HAL : hal-02486210.
•  Matthieu Grard, Emmanuel Dellandréa & Liming Chen (2020). "Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image". International Journal of Computer Vision. doi : 10.1007/s11263-020-01323-0. ArXiv : 1906.07480. HAL : hal-02151828. .
•  Ameni Sassi, Wael Ouarda, Chokri Ben Amar & Serge Miguet (2020). "Hierarchical Two-pathway Autoencoders Neural Networks for Skyline Context Conceptualization". International Journal of Information and Decision Sciences, vol. 12, #4, pp. 299-327. doi : 10.1504/IJIDS.2020.10029329. HAL : hal-02072150.
•  Van-Tho Nguyen, Thiéry Constant, Bertrand Kerautret, Isabelle Debled-Rennesson & Francis Colin (2020). "A Machine-Learning Approach for Classifying Defects on Tree Trunks using Terrestrial LiDAR". Computers and Electronics in Agriculture, vol. 171, pp. 1-12. doi : 10.1016/j.compag.2020.105332. HAL : hal-02931277. .
•  Clément Douarre, Carlos Crispim-Junior, Anthony Gelibert, Laure Tougne & David Rousseau (2020). "On the value of CTIS imagery for neural-network-based classification: a simulation perspective". Applied optics, vol. 59, #28, p. 8697. doi : 10.1364/AO.394868. HAL : hal-02975030.
•  Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Xavier Naturel, Christophe Blanc, Christophe Garcia & Thierry Chateau (2020). "Fine-grained facial landmark detection exploiting intermediate feature representations". Computer Vision and Image Understanding, vol. 200, pp. 1-14. doi : 10.1016/j.cviu.2020.103036. HAL : hal-02890931. .
•  Yongzhe Yan, Stefan Duffner, Xavier Naturel, Anthony Berthelier, Christophe Garcia, Christophe Blanc & Thierry Chateau (2020). "Two-stage human hair segmentation in the wild using deep shape prior". Pattern Recognition Letters, vol. 136, pp. 293-300. doi : 10.1016/j.patrec.2020.06.014. HAL : hal-02890593. .
•  Paul Compagnon, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2020). "Learning Personalized ADL Recognition Models from Few Raw Data". Artificial Intelligence in Medicine, p. 101916. doi : 10.1016/j.artmed.2020.101916. HAL : hal-02882684. .
•  Zied Bouyahia, Stéphane Derrode & Wojciech Pieczynski (2020). "Filtering in Gaussian linear systems with fuzzy switches". IEEE Transactions on Fuzzy Systems, vol. 28, #8, pp. 1760-1770. doi : 10.1109/TFUZZ.2019.2921944. HAL : hal-02912919. .
•  Anthony Berthelier, Thierry Chateau, Stefan Duffner, Christophe Garcia & Christophe Blanc (2020). "Deep Model Compression and Architecture Optimization for Embedded Systems: A Survey". Journal of Signal Processing Systems. doi : 10.1007/s11265-020-01596-1. HAL : hal-03048735. .
• Conferences (27)
• International conferences with peer review (26)
•  Edward Beeching, Jilles Dibangoye, Olivier Simonin & Christian Wolf (2020). "EgoMap: Projective mapping and structured egocentric memory for Deep RL". ECML-PKDD 2020 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 18 septembre 2020, ghent (Belgium), pp. 1-12. doi : 10.1007/978-3-030-67661-2_31. ArXiv : 2002.02286. HAL : hal-02864146.
•  Fabien Baradel, Natalia Neverova, Julien Mille, Greg Mori & Christian Wolf (2020). "COPHY: Counterfactual Learning of Physical Dynamics". International Conference on Learning Representations, 26 avril 2020, Addis-Abeba (Ethiopia). ArXiv : 1909.12000. HAL : hal-02428585.
•  Jonas Lamy, Odyssée Merveille, Bertrand Kerautret, Nicolas Passat & Antoine Vacavant (2020). "Vesselness filters: A survey with benchmarks applied to liver imaging". International Conference on Pattern Recognition (ICPR), Milan (Italy), pp. 3528-3535. doi : 10.1109/ICPR48806.2021.9412362. HAL : hal-02544493. .
•  Jonas Lamy, Thibault Pelletier, Guillaume Lienemann, Benoît Magnin, Bertrand Kerautret, Nicolas Passat, Julien Finet & Antoine Vacavant (2020). "Preliminary results with a new annotation tool for liver volume and inner vessels from DCE-MRI data". Virtual Physiological Human (VPH), Paris (France). HAL : hal-02537919. .
•  Jonas Lamy, Odyssée Merveille, Bertrand Kerautret, Nicolas Passat & Antoine Vacavant (2020). "A benchmark preview of liver vessel enhancement algorithms". Virtual Physiological Human (VPH), Paris (France). HAL : hal-02537816. .
•  Julia Cohen, Carlos Crispim-Junior, Céline Grange-Faivre & Laure Tougne (2020). "CAD-based Learning for Egocentric Object Detection in Industrial Context". 15th International Conference on Computer Vision Theory and Applications, 29 février 2020, Valletta (Malta), pp. 644-651. doi : 10.5220/0008975506440651. HAL : hal-02553622. .
•  Rémi Ratajczak, Carlos Crispim-Junior, Béatrice Fervers, Élodie Faure & Laure Tougne (2020). "Semantic Segmentation Refinement with Deep Edge Superpixels to Enhance Historical Land Cover". International Geoscience and Remote Sensing Symposium (IGARSS 2020), 2 octobre 2020, Virtual Symposium (United States of America). doi : 10.1109/IGARSS39084.2020.9324375. HAL : hal-03067384.
•  Iuliia Tkachenko, Alain Tremeau & Thierry Fournel (2020). "Fighting against medicine packaging counterfeits: rotogravure press vs cylinder signatures". 2020 IEEE International Workshop on Information Forensics and Security (WIFS), 11 décembre 2020, New York (virtual ) (United States of America), pp. 1-6. doi : 10.1109/WIFS49906.2020.9360883. HAL : hal-03154680. .
•  Clément Douarre, Carlos Crispim-Junior, Anthony Gélibert, Laure Tougne & David Rousseau (2020). "Apprentissage comprimé sur images hyperspectrales de feuilles de pommier atteintes de tavelure". GdR ISIS : IA pour l'agriculture, 25 novembre 2020, Paris (France). HAL : hal-03248632.
•  Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2020). "Network Traffic Modeling For IoT-device Re-identification". 2020 International Conference on Omni-layer Intelligent Systems (COINS), 2 septembre 2020, Barcelona (France), pp. 1-6. doi : 10.1109/COINS49042.2020.9191376. HAL : hal-03148283.
•  Claire Chappart, Louis Vinet, Nicole Boulliod & Catherine Pothier (2020). "LES COLLINES DE LA VILLE DE LYON : NOTE GEOLOGIQUE". JNGG2020, Lyon (France). HAL : hal-03212608. .
•  Theo Jaunet, Romain Vuillemot & Christian Wolf (2020). "Théo Guesser". Workshop on Visualization for AI explainability (VISxAI), 18 octobre 2020, Salt-lake city (United States of America). HAL : hal-03347249.
•  Valentin Owczarek, Jordan Drapeau, Jean-Christophe Burie, Patrick Franco, Mickaël Coustaty, Rémy Mullot & Véronique Eglin (2020). "Classification of Phonetic Characters by Space-Filling Curves". 14th IAPR International workshop on Document Analysis Systems (DAS), 26 juillet 2020, Wuhan (China), pp. 89-100. doi : 10.1007/978-3-030-57058-3_7. HAL : hal-02923691.
•  Edward Beeching, Jilles Dibangoye, Olivier Simonin & Christian Wolf (2020). "Learning to plan with uncertain topological maps". ECCV 2020 - 16th European Conference on Computer Vision, 28 août 2020, Glasgow (United Kingdom), pp. 1-24. doi : 10.1007/978-3-030-58580-8_28. HAL : hal-02933641. .
•  Edward Beeching, Christian Wolf, Jilles Dibangoye & Olivier Simonin (2020). "Deep Reinforcement Learning on a Budget: 3D Control and Reasoning Without a Supercomputer". ICPR 2020 - 25th International Conference on Pattern Recognition, 20 décembre 2020, Milan (Italy), pp. 1-16. doi : 10.1109/ICPR48806.2021.9412212. HAL : hal-02934130. .
•  Debaleena Misra, Carlos Crispim-Junior & Laure Tougne (2020). "Patch-based CNN evaluation for bark classification". Workshop on Computer Vision Problems in Plant Phenotyping, 28 août 2020, Edinburgh (United Kingdom). HAL : hal-02969811. .
•  Clément Sage, Alex Aussem, Véronique Eglin, Haytham Elghazel & Jérémy Espinas (2020). "End-to-End Extraction of Structured Information from Business Documents with Pointer-Generator Networks". EMNLP 2020 Workshop on Structured Prediction for NLP, 20 novembre 2020, Punta Cana (online) (Dominican Republic). HAL : hal-02958913. .
•  Rémi Ratajczak, Carlos Crispim-Junior, Béatrice Fervers, Élodie Faure & Laure Tougne (2020). "Semantic Segmentation Post-processing with Colorized Pairwise Potentials and Deep Edges". International Conference on Image Processing Theory, Tools and Applications (IPTA 2020), 12 novembre 2020, Paris (France). doi : 10.1109/IPTA50016.2020.9286622. HAL : hal-03067571.
•  Juan Gregorio Rejas, Catherine Pothier, Christophe Rigotti, Nicolas Méger, I. Vasquez, O. C. Rotunno, J. Bonatti & H. Barbosa (2020). "Studying Evolution of Hydrothermal Alteration Materials in the Turrialba Volcano through Multispectral and Hyperspectral Images". International Society for Photogrammetry and Remote Sensing Congress, Nice (France), 6 pages. doi : 10.5194/isprs-archives-XLIII-B2-2020-1259-2020. HAL : hal-03091306.
•  Stefan Duffner & Christophe Garcia (2020). "Multiple Instance Learning for Training Neural Networks under Label Noise". International Joint Conference on Neural Networks (IJCNN), 19 juillet 2020, Glasgow (United Kingdom). doi : 10.1109/IJCNN48605.2020.9206669. HAL : hal-02902571. .
•  Xiangnan Yin, Liming Chen, Di Huang, Hongyu Yang, Zehua Fu & Yunhong Wang (2020). "Pixel Sampling for Style Preserving Face Pose Editing". 2020 IEEE International Joint Conference on Biometrics (IJCB), 1 octobre 2020, Houston (United States of America), pp. 1-10. doi : 10.1109/IJCB48548.2020.9304867. HAL : hal-03381113. .
•  Margarita Khokhlova, Valérie Gouet-Brunet, Nathalie Abadie & Liming Chen (2020). "Cross-year multi-modal image retrieval using siamese networks". ICIP 2020 – 27th IEEE International Conference on Image Processing, 28 octobre 2020, Abou Dhabi (United Arab Emirates). doi : 10.1109/ICIP40778.2020.9190662. HAL : hal-02903434. .
•  Yannick Faula, Véronique Eglin & Stéphane Bres (2020). "Détection et classification One-Class de défauts sur des surfaces bétonnées". CAP-RFIAP, https://cap-rfiap2020.sciencesconf.org/, 23 juin 2020, Vannes (France). HAL : hal-02919779.
•  Yannick Faula, Véronique Eglin & Stéphane Bres (2020). "Détection de flou en temps réel basée sur les motifs binaires locaux". CAP-RFIAP 2020, https://cap-rfiap2020.sciencesconf.org/, 23 juin 2020, Vannes (France). HAL : hal-02919780.
•  Margarita Khokhlova, Valérie Gouet-Brunet, Nathalie Abadie & Liming Chen (2020). "Recherche multimodale d'images aériennes multi-date à l'aide d'un réseau siamois". Conférence française en Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP 2020), 26 juin 2020, Vannes (France). HAL : hal-02906569. .
•  Maxime Petit, Emmanuel Dellandrea & Liming Chen (2020). "Bayesian Optimization for Developmental Robotics with Meta-Learning by Parameters Bounds Reduction". IEEE International Conference on Developmental Robotics and Learning and Epigenetic Robotics 2020 (IEEE ICDL-Epirob 2020), 26 octobre 2020, Valparaiso (Chile). doi : 10.1109/ICDL-EpiRob48136.2020.9278071. HAL : hal-02909335. .
• National conferences with peer review (1)
•  Anthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner & Christophe Garcia (2020). "Compression de réseaux convolutifs par utilisation d’un terme de clarté l1/l2 sur les noyaux.". RFIAP, 23 juin 2020, Vannes (France). HAL : hal-02972510. .
• HDR, thesis (5)
• Thesis (5)
•  Quentin Debard (2020). "Automatic learning of next generation human-computer interactions". HAL : tel-03102842. .
•  Fabien Baradel (2020). "Structured deep learning for video analysis". HAL : tel-03117344. .
•  Rémi Ratajczak (2020). "Analyse automatique d'images aériennes historiques : application à une étude épidémiologique". HAL : tel-03029830.
•  Yannick Faula (2020). "Extraction de caractéristiques sur des images acquises en contexte mobile : Application à la reconnaissance de défauts sur ouvrages d’art". HAL : tel-03156876. .
•  Richard Marriott (2020). "Data-augmentation with synthetic identities for robust facial recognition". HAL : tel-03227437. .
• Book edition (books, chapters, seminars, congress, special numbers) (2)
•  Abdelmalek Zine, Mohsen Ardabilian, Abdel-Malek Zine & Shiwei Li (2020). "Multi-, Hyper-Spectral Biometrics Modalities". Multi-, Hyper-Spectral Biometrics Modalities, pp. 127-153. doi : 10.1007/978-981-13-0956-4_8. HAL : hal-02713200.
•  Bertrand Kerautret & Jacques-Olivier Lachaud (2020). "Geometric Total Variation for Image Vectorization, Zooming and Pixel Art Depixelizing". Pattern Recognition. HAL : hal-02895108. .
• Reports (1)
• Research reports/tecnical reports (1)
•  Stéphane Derrode, Romain Gauchon, Nicolas Ponthus, Christophe Rigotti, Catherine Pothier, Vitaly Volpert, Stéphane Loisel, Jean-Pierre Bertoglio & Pascal Roy (2020). "Piecewise estimation of R0 by a simple SEIR model. Application to COVID-19 in French regions and departments until June 30, 2020". Research report. HAL : hal-02910202. .
• Others (3)
•  Corentin Kervadec, Grigory Antipov, Moez Baccouche & Christian Wolf (2020). "Estimating semantic structure for the VQA answer space". ArXiv : 2006.05726. HAL : hal-02862763. .
•  Ying Lu, Lingkun Luo, Di Huang, Yunhong Wang & Liming Chen (2020). "Knowledge Transfer in Vision Recognition: A Survey". HAL : hal-02101005. .
•  Hossein Ghaffarian, Pierre Lemaire, Zhang Zhi, Laure Tougne, Bruce Macvicar & Hervé Piégay (2020). "Automated quantification of floating wood pieces in rivers from video monitoring: a new software tool and validation". doi : 10.5194/esurf-2020-96. HAL : hal-03027956. .
• 2019 (59)
• Journals (16)
• International journals with peer review (16)
•  Nicolas Méger, Christophe Rigotti, Catherine Pothier, Tuan Nguyen, Felicity Lodge, Lionel Gueguen, Rémi Andréoli, Marie-Pierre Doin & Mihai Datcu (2019). "Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring". Data Mining and Knowledge Discovery, vol. 33, #1, pp. 131-167. doi : 10.1007/s10618-018-0591-9. HAL : hal-01898015. .
•  Fei Zheng, Stéphane Derrode & Wojciech Pieczynski (2019). "Parameter estimation in switching Markov systems and unsupervised smoothing". IEEE Transactions on Automatic Control, vol. 64, #4, 1761 -1767. doi : 10.1109/TAC.2018.2863651. HAL : hal-01885193.
•  Rémi Ratajczak, Carlos Crispim-Junior, Élodie Faure, Béatrice Fervers & Laure Tougne (2019). "Automatic Land Cover Reconstruction From Historical Aerial Images: An Evaluation of Features Extraction and Classification Algorithms". IEEE Transactions on Image Processing. doi : 10.1109/TIP.2019.2896492. HAL : hal-02003932. .
•  Bonan Cuan, Khalid Idrissi & Christophe Garcia (2019). "Online Appearance-Motion Coupling for Multi-Person Tracking in Videos". International Journal of Modeling and Optimization. doi : 10.7763/IJMO.2019.V9.687. HAL : hal-01989056.
•  Mokhtar Taffar & Serge Miguet (2019). "Local appearance modeling for objects class recognition". Pattern Analysis and Applications, vol. 22, #2, pp. 439-455. doi : 10.1007/s10044-017-0639-2. HAL : hal-01580788.
•  Qinjie Ju, René Chalon & Stéphane Derrode (2019). "Assisted Music Score Reading Using Fixed-Gaze Head Movement: Empirical Experiment and Design Implications". Proceedings of the ACM on Human-Computer Interaction, vol. 3, EICS, Article 3, pp 1-29. doi : 10.1145/3300962. HAL : hal-02115757.
•  Nicolas Gendron, Sara Zia Chahabi, Géraldine Poenou, Nadia Rivet, Tiphaine Belleville-Rolland, Pierre Lemaire, Antoine Escuret, Michèle Ciaudo, Emmanuel Curis et al. (2019). "Pain assessment and factors influencing pain during bone marrow aspiration: A prospective study". PLoS ONE, vol. 14, #8, e0221534. doi : 10.1371/journal.pone.0221534. HAL : hal-03892944.
•  Ameni Sassi, Wael Ouarda, Chokri Ben Amar & Serge Miguet (2019). "Sky-CNN: A CNN-based Learning Approach for Skyline Scene Understanding". International Journal of Intelligent Systems and Applications, vol. 4, pp. 14-25. doi : 10.5815/ijisa.2019.04.02. HAL : halshs-02471883. .
•  Julien Mille, Aurélie Leborgne & L. Tougne (2019). "Euclidean Distance-Based Skeletons: A Few Notes on Average Outward Flux and Ridgeness". International Journal of Mathematical Imaging and Vision, vol. 61, #3, pp. 310-330. doi : 10.1007/s10851-018-0836-7. HAL : hal-01866288. .
•  Clément Douarre, Carlos Crispim-Junior, Anthony Gelibert, Laure Tougne & David Rousseau (2019). "Novel data augmentation strategies to boost supervised segmentation of plant disease". Computers and Electronics in Agriculture, vol. 165, p. 104967. doi : 10.1016/j.compag.2019.104967. HAL : hal-02330900. .
•  Haoyu Li, Stéphane Derrode & Wojciech Pieczynski (2019). "Lower limb locomotion activity recognition of healthy individuals using semi-Markov model and single wearable inertial sensor". Sensors, vol. 19, pp. 4242-1. doi : 10.3390/s19194242. HAL : hal-02351365. .
•  Özgür Erkent, Christian Wolf & Christian Laugier (2019). "End-to-End Learning of Semantic Grid Estimation Deep Neural Network with Occupancy Grids". Unmanned systems, vol. 7, #3, pp. 171-181. doi : 10.1142/S2301385019410036. HAL : hal-02302533. .
•  Haoyu Li, Stéphane Derrode & Wojciech Pieczynski (2019). "An adaptive and on-line IMU-based locomotion activity classification method using a triplet Markov model". Neurocomputing, vol. 362, pp. 94-105. doi : 10.1016/j.neucom.2019.06.081. HAL : hal-02270579. .
•  Élodie Faure, Rémi Ratajczak, Carlos Crispim-Junior, Aurélie Danjou, Olivia Pérol, Laure Tougne & Béatrice Fervers (2019). "GOURAMIC: A Software to Estimate Historical Land Use in Epidemiological Studies". Environmental Epidemiology, vol. 3, p. 118. doi : 10.1097/01.EE9.0000607020.37456.35. HAL : hal-02875465.
•  Tom Gillooly, Nicolas Coltice & Christian Wolf (2019). "An Anticipation Experiment for Plate Tectonics". Tectonics. doi : 10.1029/2018TC005427. HAL : hal-02864168. .
•  Clément Douarre, Carlos Crispim-Junior, Anthony Gélibert, Laure Tougne & David Rousseau (2019). "Data for : Novel Data Augmentation Strategies To Boost Supervised Segmentation of Plant Disease Images". Computers and electronics in agriculture, A-B. doi : 10.17632/ztrgn2rbrj.1. HAL : hal-02307723.
• Conferences (28)
• International conferences with peer review (25)
•  Riyadh Benamar, Véronique Eglin & Christine Largeron (2019). "Extraction of Musical Motifs from Handwritten Music Score Images". VISAPP - VISIGRAPP, 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications., 25 février 2019, Prague (France). doi : 10.5220/0007577404280435. HAL : hal-01969285.
•  Christine Largeron, Riyadh Benammar & Véronique Eglin (2019). "Recherche de motifs pour l'étude critique de partitions musicales". Conférence Extraction et Gestion des Connaissances (EGC2019), 21 janvier 2019, Metz (France). HAL : hal-02037654.
•  Paul Compagnon, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2019). "Personalized Posture and Fall Classification with Shallow Gated Recurrent Units". 32nd IEEE CBMS International Symposium on Computer-Based Medical Systems, 7 juin 2019, Cordoue (Spain). doi : 10.1109/CBMS.2019.00034. HAL : hal-02095355. .
•  Hervé Piégay, Hossein Ghaffarian, Pierre Lemaire, Z Zhang, M Boivin, Anne Senter, Aurélie Antonio, Thomas Buffin-Bélanger, Diego Lopez et al. (2019). "Video-monitoring of wood flux: recent advances and next steps". 4th international conference in wood in world rivers, 11 janvier 2019, Valdivia (Chile). HAL : hal-02024793.
•  Rémi Ratajczak, Sarah Bertrand, Carlos Crispim-Junior & Laure Tougne (2019). "Efficient Bark Recognition in the Wild". International Conference on Computer Vision Theory and Applications (VISAPP 2019), 27 février 2019, Prague (Czech Republic). doi : 10.5220/0007361902400248. HAL : hal-02022629. .
•  Clément Sage, Alex Aussem, Haytham Elghazel, Véronique Eglin & Jérémy Espinas (2019). "Recurrent Neural Network Approach for Table Field Extraction in Business Documents". 15th International Conference on Document Analysis and Recognition (ICDAR 2019), 25 septembre 2019, Sydney (Australia). doi : 10.1109/ICDAR.2019.00211. HAL : hal-02156269. .
•  Rémi Ratajczak, Carlos Crispim-Junior, Béatrice Fervers, Élodie Faure & Laure Tougne (2019). "Pseudo-Cyclic Network for Unsupervised Colorization with Handcrafted Translation and Output Spatial Pyramids". SUMAC @ ACM Multimedia, 21 octobre 2019, Nice (France), pp. 5-13. doi : 10.1145/3347317.3357243. HAL : hal-02321600.
•  Rémi Ratajczak, Carlos Crispim-Junior, Élodie Faure, Béatrice Fervers & Laure Tougne (2019). "Toward an Unsupervised Colorization Framework for Historical Land Use Classification". International Geoscience and Remote Sensing Symposium (IGARSS 2019), 2 août 2019, Yokohama (Japan). doi : 10.1109/IGARSS.2019.8898438. HAL : hal-02122014. .
•  Dario Lucente, Stefan Duffner, Corentin Herbert, Joran Rolland & Freddy Bouchet (2019). "MACHINE LEARNING OF COMMITTOR FUNCTIONS FOR PREDICTING HIGH IMPACT CLIMATE EVENTS". Climate Informatics, 4 octobre 2019, Paris (France). ArXiv : 1910.11736. HAL : hal-02322370. .
•  Quentin Debard, Jilles Steeve Dibangoye, Stephane Canu & Christian Wolf (2019). "Learning 3D Navigation Protocols on Touch Interfaces with Cooperative Multi-Agent Reinforcement Learning". ECML PKDD 2019 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 20 septembre 2019, Würzburg (Germany), pp. 1-16. doi : 10.1007/978-3-030-46133-1_3. HAL : hal-02302554. .
•  Philippe Even, Phuc Ngo & Bertrand Kerautret (2019). "Thick Line Segment Detection with Fast Directional Tracking". ICIAP 2019 -20th International Conference on Image Analysis and Processing, trento (Italy), pp. 159-170. doi : 10.1007/978-3-030-30645-8_15. HAL : hal-02189916. .
•  Dimitri Gominski, Martyna Poreba, Valérie Gouet-Brunet & Liming Chen (2019). "Challenging deep image descriptors for retrieval in heterogeneous iconographic collections". Proceedings of the 1st workshop on Structuring and Understanding of Multimedia heritAge Contents (SUMAC'19 Workshop @ ACM Multimedia 2019), 25 octobre 2019, Nice (France). doi : 10.1145/3347317.3357246. ArXiv : 1909.08866. HAL : hal-02273236. .
•  Basile Fraboni, Jean-Claude Iehl, Vincent Nivoliers & Guillaume Bouchard (2019). "Adaptive multi-view path tracing". EGSR 2019 Eurographics Symposium on Rendering, 12 juillet 2019, Strasbourg (France). HAL : hal-02279950. .
•  Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Noel Gourmelen & Emmanuel Trouvé (2019). "A pattern-based mining system for exploring Displacement Field Time Series". 19th IEEE International Conference on Data Mining (ICDM) Demo, 11 novembre 2019, Beijing (China), pp. 1110-1113. doi : 10.1109/ICDMW.2019.00165. HAL : hal-02361793. .
•  Yongzhe Yan, Anthony Berthelier, Stefan Duffner, Xavier Naturel, Christophe Garcia & Thierry Chateau (2019). "Human Hair Segmentation In The Wild Using Deep Shape Prior". Conference on Computer Vision and Pattern Recognition Workshop (CVPR Workshop), Long Beach (United States of America). HAL : hal-02891974. .
•  Theo Jaunet, Romain Vuillemot & Christian Wolf (2019). "What if we Reduce the Memory of an Artificial Doom Player?". Workshop on Visualization for AI explainability (VISxAI), 20 octobre 2019, Vancouver (Canada). HAL : hal-03347241.
•  L. Raffaëlly-Veslin, François Rousset & Catherine Pothier (2019). "Approche pluridisciplinaire et pédagogie active en FAS à Lyon". 6ème rencontre pédagogique de l’INSA de Lyon, Lyon (France). HAL : hal-03620350.
•  Shiwei Li, Mohsen Ardabilian & Abdel-Malek Zine (2019). "An Auxiliary Method Based on Hyperspectral Reflectance for Presentation Attack Detection". The 15th International Conference on Signal Image Technology & Internet based Systems, 26 novembre 2019, Sorrento (Italy). doi : 10.1109/SITIS.2019.00042. HAL : hal-02875939. .
•  Clément Douarre, Laure Tougne, Carlos Crispim-Junior, Anthony Gelibert & David Rousseau (2019). "When spectro-imaging meets machine learning". Workshop on Machine Learning Assisted Image Formation, 12 juillet 2019, Nice (France). HAL : hal-02514988.
•  Pierre Lemaire, Carlos Crispim-Junior, Lionel Robinault & Laure Tougne (2019). "Jitter-free registration for Unmanned Aerial Vehicle Videos". International Symposium on Visual Computing, 9 octobre 2019, Lake Tahoe, NV (United States of America). doi : 10.1007/978-3-030-33720-9_41. HAL : hal-02871900. .
•  Clément Douarre, Carlos Crispim-Junior, Anthony Gelibert, David Rousseau & Laure Tougne (2019). "A strategy for multimodal canopy images registration". 7th International Workshop on Image Analysis Methods in the Plant Sciences, 5 juillet 2019, Lyon (France). HAL : hal-02183837. .
•  Aurélie Leborgne, Julien Mille & L. Tougne (2019). "Hierarchical structure of tree leaf veins". 7th International Workshop on Image Analysis Methods in the Plant Sciences, 4 juillet 2019, Lyon (France). HAL : hal-02179414.
•  Paul Compagnon, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2019). "Routine Modeling with Time Series Metric Learning". 28th International Conference on Artificial Neural Networks, 17 septembre 2019, Munich (Germany). doi : 10.1007/978-3-030-30484-3_47. ArXiv : 1907.04666. HAL : hal-02165265. .
•  Véronique Eglin, Yasmine Serdouk, Stéphane Bres & Mylène Pardoen (2019). "KeyWord Spotting using Siamese Triplet Deep Neural Networks". International Conference on Document Analysis and Recognition, ICDAR, 25 septembre 2019, Sydney (Australia). doi : 10.1109/ICDAR.2019.00187. HAL : hal-02155381.
•  Thomas Duboudin, Maxime Petit & Liming Chen (2019). "Toward a Procedural Fruit Tree Rendering Framework for Image Analysis". 7th International Workshop on Image Analysis Methods in the Plant Sciences, 5 juillet 2019, Lyon (France), pp. 4-5. ArXiv : 1907.04759. HAL : hal-02140367. .
• National conferences with peer review (2)
•  V. Cheutet, Catherine Pothier, L. Raffaëlly-Veslin & F. Rousset (2019). "NumériFAS : enseigner de manière transversale grâce au numérique". 6ième Colloque Pédagogie & Formation INSA, 16 mai 2019, Bourges (France), 4 p. HAL : hal-02141188. .
•  Theo Jaunet, Romain Vuillemot & Christian Wolf (2019). "RLMViz: Interpreting Deep Reinforcement Learning Memory". Journée Visu 2019, 17 mai 2019, Paris (France). HAL : hal-02140902. .
• Invited conferences (1)
•  Serge Miguet, Carlos Crispim-Junior, Xavier Faure, Mihaela Scuturici, Valentin Salelles & Laure Tougne (2019). "Visual Recognition: from shape signatures to Deep Learning". The genealogy of forms from the perspective of Deep Learning, 8 novembre 2019, Liège (Belgium). HAL : hal-03625334.
• HDR, thesis (6)
• HDR (1)
•  Stefan Duffner (2019). "Weakly Supervised and On-line Machine Learning for Object Tracking and Recognition in Images and Videos". HAL : tel-02157568. .
• Thesis (5)
•  Haoyu Li (2019). "Modèles de Markov cachés récents pour la détection et la reconnaissance d’activités à partir d’un capteur IMU placé sur une jambe". HAL : tel-02537351. .
•  Qinjie Ju (2019). "Utilisation de l'eye-tracking pour l'interaction mobile dans un environnement réel augmenté". HAL : tel-02166965. .
•  Bonan Cuan (2019). "Deep similarity metric learning for multiple object tracking". HAL : tel-02900639. .
•  Riyadh Benammar (2019). "Détection non-supervisée de motifs dans les partitions musicales manuscrites". HAL : tel-02902100. .
•  Matthieu Grard (2019). "Generic instance segmentation for object-oriented bin-picking". HAL : tel-03081227. .
• Book edition (books, chapters, seminars, congress, special numbers) (3)
•  Lionel Simonot, Morgane Gerardin, Mathieu Hébert, Thierry Fournel & Jean-Philippe Farrugia (2019). "Translucidité : pour y voir plus clair". Quand la matière diffuse la lumière, Les Presses des Mines, pp. 405-413. HAL : hal-03980915.
•  Zehua Fu, Mohsen Ardabilian & Guillaume Stern (2019). "Stereo Matching Confidence Learning Based on Multi-modal Convolution Neural Networks". Communications in Computer and Information Science, pp. 69-81. doi : 10.1007/978-3-030-19816-9_6. HAL : hal-02465031.
•  Miguel Colom, Bertrand Kerautret & Adrien Krähenbühl (2019). "An Overview of Platforms for Reproducible Research and Augmented Publications". Reproducible Research in Pattern Recognition, pp. 25-39. doi : 10.1007/978-3-030-23987-9_2. HAL : hal-02189834.
• Reports (1)
• Research reports/tecnical reports (1)
•  Philippe Even, Phuc Ngo & Bertrand Kerautret (2019). "Complementary Experiments of the Thick Line Segment Detection Algorithm: Evaluation of ADS and ATC Concepts". Research report. HAL : hal-03155787. .
• Others (5)
•  Ying Lu, Liming Chen & Alexandre Saidi (2019). "Optimal Transport for Deep Joint Transfer Learning". ArXiv : 1709.02995. HAL : hal-02075446.
•  Jia-Bao Liu, Mobeen Munir, Imtiaz Ali, Zaffar Hussain & Ashfaq Ahmed (2019). "Fault-Tolerant Metric Dimension of Wheel related Graphs". HAL : hal-01857316. .
•  Quentin Debard, Jilles Steeve Dibangoye, Stephane Canu & Christian Wolf (2019). "Learning 3D Navigation Protocols on Touch Interfaces with Cooperative Multi-Agent Reinforcement Learning". HAL : hal-02302526. .
•  Ying Lu, Liming Chen, Alexandre Saidi & Xianfeng Gu (2019). "Brenier approach for optimal transportation between a quasi-discrete measure and a discrete measure". ArXiv : 1801.05574. HAL : hal-02351600.
•  Corentin Kervadec, Grigory Antipov, Moez Baccouche & Christian Wolf (2019). "Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks". ArXiv : 1912.03063. HAL : hal-02393019. .
• 2018 (57)
• Journals (15)
• International journals with peer review (15)
•  Yu Zhang, Xiaoyang Lin, Jean-Paul Adam, Guillaume Agnus, Wang Kang, Wenlong Cai, Jean-René Coudevylle, Nathalie Isac, Jianlei Yang et al. (2018). "Heterogeneous Memristive Devices Enabled by Magnetic Tunnel Junction Nanopillars Surrounded by Resistive Silicon Switches". Advanced Electronic Materials, vol. 4, #3, p. 1700461. doi : 10.1002/aelm.201700461. HAL : hal-02327425. .
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2018). "Deep and Low-level Feature based Attribute Learning for Person Re-identification". Image and Vision Computing, vol. 79, pp. 25-34. doi : 10.1016/j.imavis.2018.09.001. HAL : hal-01895367. .
•  Charline Grossard, Laurence Chaby, Stephanie Hun, Hugues Pellerin, Jérémy Bourgeois, Arnaud Dapogny, Huaxiong Ding, Sylvie Serret, Pierre Foulon et al. (2018). "Children Facial Expression Production: Influence of Age, Gender, Emotion Subtype, Elicitation Condition and Culture". Frontiers in Psychology. doi : 10.3389/fpsyg.2018.00446. HAL : hal-02422897.
•  Ying Lu, Liming Chen, Alexandre Saidi, Emmanuel Dellandréa & Yunhong Wang (2018). "Discriminative Transfer Learning Using Similarities and Dissimilarities". IEEE Transactions on Neural Networks and Learning Systems, pp. 1-14. doi : 10.1109/TNNLS.2017.2705760. ArXiv : 1801.05574. HAL : hal-02351587.
•  Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé, Noel Gourmelen & Jean-Louis Mugnier (2018). "A pattern-based method for handling confidence measures while mining satellite displacement field time series. Application to Greenland ice sheet and Alpine glaciers". IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 11, #11, pp. 4390-4402. doi : 10.1109/JSTARS.2018.2874499. HAL : hal-01912708. .
•  Xianghui Chen, Guiqin Wang, Yu Zhang, Margaret Dayhoff-Brannigan, Nicola Diny, Mingjun Zhao, Ge He, Cierra Sing, Kyle Metz et al. (2018). "Whi2 is a conserved negative regulator of TORC1 in response to low amino acids". PLoS Genetics, vol. 14, #8, e1007592. doi : 10.1371/journal.pgen.1007592. HAL : hal-02355229. .
•  Renato Cintra, Stefan Duffner, Christophe Garcia & André Leite (2018). "Low-complexity Approximate Convolutional Neural Networks". IEEE Transactions on Neural Networks and Learning Systems. doi : 10.1109/TNNLS.2018.2815435. HAL : hal-01727219. .
•  Bastien Moysset, Christopher Kermorvant & Christian Wolf (2018). "Learning to detect, localize and recognize many text objects in document images from few examples". International Journal on Document Analysis and Recognition. doi : 10.1007/s10032-018-0305-2. HAL : hal-01800636.
•  Élodie Faure, R. Ratajczak, Carlos Crispim-Junior, O. Pérol, L. Tougne & B. Fervers (2018). "Development of a software based on automatic multi-temporal aerial images classification to assess retrospective environmental exposures to pesticides in epidemiological studies". Epidemiology and Public Health = Revue d'Epidémiologie et de Santé Publique. doi : 10.1016/j.respe.2018.05.529. HAL : hal-01832582.
•  Sarah Bertrand, Rihab Ben Ameur, Guillaume Cerutti, Didier Coquin, Lionel Valet & Laure Tougne (2018). "Bark and Leaf Fusion Systems to Improve Automatic Tree Species Recognition". Ecological Informatics. doi : 10.1016/j.ecoinf.2018.05.007. HAL : hal-01811039.
•  Wuming Zhang, Xi Zhao, Jean-Marie Morvan & Liming Chen (2018). "Improving Shadow Suppression for Illumination Robust Face Recognition". IEEE Transactions on Pattern Analysis and Machine Intelligence. doi : 10.1109/TPAMI.2018.2803179. HAL : hal-01704659. .
•  Rim Walha, Fadoua Drira, Franck Lebourgeois, Christophe Garcia & Alimi Adel (2018). "Handling noise in textual image resolution enhancement using online and offline learned dictionaries". International Journal on Document Analysis and Recognition, pp. 1-21. doi : 10.1007/s10032-017-0294-6. HAL : hal-01687853.
•  Emre Dogan, Gonen Eren, Christian Wolf, Eric Lombardi & Atilla Baskurt (2018). "Multi-view pose estimation with mixtures-of-parts and adaptive viewpoint selection". IET Computer Vision, vol. 12, #4, pp. 403-411. doi : 10.1049/iet-cvi.2017.0146. ArXiv : 1709.08527. HAL : hal-01649345.
•  Lilei Zheng, Stefan Duffner, Khalid Idrissi, Christophe Garcia & Atilla Baskurt (2018). "Pairwise Identity Verification via Linear Concentrative Metric Learning". IEEE Transactions on Cybernetics, pp. 1-12. doi : 10.1109/TCYB.2016.2634011. HAL : hal-01435368. .
•  Rachid Namane, Serge Miguet & Fatima Boumghar Oulebsir (2018). "A fast voxelization algorithm for trilinearly interpolated isosurfaces". The Visual Computer. doi : 10.1007/s00371-016-1306-0. HAL : hal-01385184. .
• Conferences (33)
• International conferences with peer review (28)
•  Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé & Jean-Louis Mugnier (2018). "Finding Complementary and Reliable Patterns in Displacement Field Time Series of Alpine Glaciers". IGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium, 27 juillet 2018, Valencia (Spain), pp. 4213-4216. HAL : hal-01868749. .
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2018). "Person Re-identification using group context". Advanced Concepts for Intelligent Vision systems, 24 septembre 2018, Poitiers (France). HAL : hal-01895373. .
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2018). "SIMILARITY LEARNING WITH LISTWISE RANKING FOR PERSON RE-IDENTIFICATION". International conference on image processing, 8 octobre 2018, Athenes (Greece). HAL : hal-01895355. .
•  Özgür Erkent, Christian Wolf, Christian Laugier, David Sierra González & Victor Romero Cano (2018). "Semantic Grid Estimation with a Hybrid Bayesian and Deep Neural Network Approach". IROS 2018 - IEEE/RSJ International Conference on Intelligent Robots and Systems, 5 octobre 2018, Madrid (Spain), pp. 1-8. HAL : hal-01881377. .
•  Maxime Petit, Amaury Depierre, Xiaofang Wang, Emmanuel Dellandréa & Liming Chen (2018). "Developmental Bayesian Optimization of Black-Box with Visual Similarity-Based Transfer Learning". IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), 20 septembre 2018, Tokyo (Japan). ArXiv : 1809.10141. HAL : hal-01880071. .
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2018). "Person Re-identification with a Body Orientation-Specific Convolutional Neural Network". Advanced Concepts for Intelligent Vision systems, 24 septembre 2018, Poitiers (France). HAL : hal-01895374. .
•  Quentin Debard, Christian Wolf, Stephane Canu & Julien Arné (2018). "Learning to Recognize Touch Gestures: Recurrent vs. Convolutional Features and Dynamic Sampling". FG'2018 - 13th IEEE International Conference on Automatic Face and Gesture Recognition, 19 mai 2018, Xi'An (China), pp. 114-121. doi : 10.1109/FG.2018.00026. ArXiv : 1802.09901. HAL : hal-02302545. .
•  Haoyu Li, Stéphane Derrode, Lamia Benyoussef & Wojciech Pieczynski (2018). "Free-walking 3D pedestrian large trajectory reconstruction from IMU sensors". EUSIPCO 2018: 26th European Signal Processing Conference, 7 septembre 2018, Rome (Italy), pp. 657-661. doi : 10.23919/EUSIPCO.2018.8553462. HAL : hal-01870621. .
•  Mehdi Ayadi, Leo Valque, Mihaela Scuturici, Serge Miguet & Chokri Amar (2018). "The skyline as a marker for augmented reality in urban context". 13th International Symposium on Visual Computing, 19 novembre 2018, Las Vegas (United States of America). HAL : hal-01872631. .
•  Jiaxu Wei, Lihui Wang, Hongjiang Wei, Yuyao Zhang, Xinyu Cheng, Feng Yang & Yuemin Zhu (2018). "Quantitative Susceptibility Mapping for Drug-Addicted Human Brain". 2018 14th IEEE International Conference on Signal Processing (ICSP), Beijing (China), pp. 1184-1188. HAL : hal-02072933.
•  Zehua Fu & Mohsen Ardabilian (2018). "Multi-size Pooling for Stereo Matching Cost". 2018 14th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), 29 novembre 2018, Las Palmas de Gran Canaria (France), pp. 216-223. doi : 10.1109/SITIS.2018.00040. HAL : hal-02465073.
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2018). "Pedestrian attribute recognition with part-based CNN and combined feature representations". VISAPP2018, 27 janvier 2018, Funchal (Portugal). HAL : hal-01625470. .
•  Yongzhe Yan, Xavier Naturel, Thierry Chateau, Stefan Duffner, Christophe Garcia & Christophe Blanc (2018). "A survey of deep facial landmark detection". RFIAP, Paris (France). HAL : hal-02892002. .
•  Fei Zheng, Stéphane Derrode & Wojciech Pieczynski (2018). "Fast exact filtering in generalized conditionally observed Markov switching models with copulas". TAIMA 2018: Traitement et Analyse de l'Information Méthodes et Applications, 30 avril 2018, Hammamet (Tunisia). HAL : hal-01786221. .
•  Stéphane Derrode, Haoyu Li, Lamia Benyoussef & Wojciech Pieczynski (2018). "Unsupervised pedestrian trajectory reconstruction from IMU sensors". TAIMA 2018: Traitement et Analyse de l'Information Méthodes et Applications, 5 mai 2018, Hammamet (Tunisia). HAL : hal-01786223. .
•  Yannick Faula, Stéphane Bres & Véronique Eglin (2018). "A Fast Local Analysis by Thresholding applied to image matching". ICPR 2018, nternational Conference on Pattern Recognition, 24 août 2018, Pékin (France). HAL : hal-01789445.
•  Amaury Depierre, Emmanuel Dellandréa & Liming Chen (2018). "Jacquard: A Large Scale Dataset for Robotic Grasp Detection". IEEE/RSJ International Conference on Intelligent Robots and Systems, Madrid (Spain). ArXiv : 1803.11469. HAL : hal-01753862. .
•  Bonan Cuan, Aliénor Damien, Claire Delaplace & Mathieu Valois (2018). "Malware Detection in PDF Files Using Machine Learning". SECRYPT 2018 - 15th International Conference on Security and Cryptography, 28 juillet 2018, Porto (Portugal), 8p. HAL : hal-01704766. .
•  Fabien Baradel, Christian Wolf, Julien Mille & Graham W. Taylor (2018). "Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points". CVPR 2018 - Computer Vision and Pattern Recognition, 22 juin 2018, Salt Lake City (United States of America), pp. 1-10. HAL : hal-01713109. .
•  Xingyu Pan & Laure Tougne (2018). "Image Anaysis and Deep Learning for Aiding Professional Coin Grading". International Conference on Image Video Processing and Artificial Intelligence, 17 août 2018, Shanghai (China). doi : 10.1117/12.2500142. HAL : hal-01795304. .
•  Fabrice Jumel, Jacques Saraydaryan, Raphael Leber, Laëtitia Matignon, Eric Lombardi, Christian Wolf & Olivier Simonin (2018). "Context Aware Robot Architecture, Application to the RoboCup@Home Challenge". RoboCup symposium, 22 juin 2018, Montreal (Canada), pp. 1-12. doi : 10.1007/978-3-030-27544-0_17. HAL : hal-01832613. .
•  Fabien Baradel, Nathalia Neverova, Christian Wolf, Julien Mille & Greg Mori (2018). "Object Level Visual Reasoning in Videos". ECCV 2018 - European Conference on Computer Vision, 14 septembre 2018, Munich (Germany), pp. 1-17. HAL : hal-01828872. .
•  Fabien Baradel, Christian Wolf & Julien Mille (2018). "Human Activity Recognition with Pose-driven Attention to RGB". BMVC 2018 - 29th British Machine Vision Conference, 6 septembre 2018, Newcastle (United Kingdom), pp. 1-14. HAL : hal-01828083. .
•  Bonan Cuan, Khalid Idrissi & Christophe Garcia (2018). "Deep Siamese Network for Multiple Object Tracking". IEEE 20th International Workshop on Multimedia Signal Processing (MMSP 2018), 29 août 2018, Vancouver (Canada). HAL : hal-01807982.
•  Aurélie Leborgne, Julien Mille & L. Tougne (2018). "Automatic extraction of leaf network of veins". IAMPS - International Workshop on Image Analysis Methods for the Plant Sciences, 23 janvier 2018, Nottingham (United Kingdom). HAL : hal-01704848.
•  Yannick Faula, Stéphane Bres & Véronique Eglin (2018). "FLASH: a new key structure extraction used for line or crack detection and image matching". International Conference on Computer Vision Theory and Applications (Visapp 2018), 29 janvier 2018, Funchal, Madeira (Portugal). HAL : hal-01636680.
•  Arnaud Dapogny, Charline Grossard, Stephanie Hun, Sylvie Serret, Jérémy Bourgeois, Hedy Jean-Marie, Pierre Foulon, Huaxiong Ding, Liming Chen et al. (2018). "JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions". 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018), 19 mai 2018, Xi'an (France), pp. 723-730. doi : 10.1109/FG.2018.00114. HAL : hal-02076870.
•  Zhixing Chen, Di Huang, Yunhong Wang & Liming Chen (2018). "Fast and Light Manifold CNN based 3D Facial Expression Recognition across Pose Variations". 2018 ACM Multimedia Conference, 26 octobre 2018, Seoul (Korea (South)), pp. 229-238. HAL : hal-02130351.
• National conferences with peer review (4)
•  Clément Douarre, Laure Tougne, Carlos Crispim-Junior, Anthony Gelibert & David Rousseau (2018). "Data simulation to improve supervised segmentation of apple scab images". 10e édition des Rencontres du végétal, 5 décembre 2018, Angers (France). HAL : hal-02183848.
•  Jordan Drapeau, Thierry Géraud, Mickaël Coustaty, Joseph Chazalon, Jean-Christophe Burie, Véronique Eglin & Stéphane Bres (2018). "Extraction du contenu de cartes historiques à partir d’un arbre des composantes connexes". Symposium International Francophone sur l'Écrit et le Document, 1 juin 2018, Tours (France). HAL : hal-02890294.
•  Élodie Faure, Rémi Ratajczak, Carlos Crispim-Junior, Olivia Pérol, Laure Tougne & Béatrice Fervers (2018). "Development of a software based on automatic multi-temporal aerial images classification to assess retrospective environmental exposures to pesticides in epidemiological studies". CLARA 2018 Cancer Research Forum, 3 avril 2018, Lyon (France). HAL : hal-01784654. .
•  Rémi Ratajczak, Carlos Crispim-Junior, Élodie Faure, Béatrice Fervers & Laure Tougne (2018). "Reconstruction automatique de l'occupation du sol à partir d'images aériennes historiques monochromes : une étude comparative". Conférence Française de Photogrammétrie et de Télédétection (CFPT), 26 juin 2018, Marne-la-Vallée (France). HAL : hal-01827773. .
• Other conferences (1)
•  Qinjie Ju, René Chalon & Stéphane Derrode (2018). "Fixed-gaze head movement detection for triggering commands". Workshop on Models and Analysis of Eye Movements, 8 juin 2018, Grenoble (France). HAL : hal-01842324.
• HDR, thesis (4)
• Thesis (4)
•  Yiqiang Chen (2018). "Person re-identification in images with deep learning". HAL : tel-02090746. .
•  Xingyu Pan (2018). "Analyse de formes et de textures : application à l'identification et à l'aide de la gradation des pièces de monnaie". HAL : tel-01916100. .
•  Sarah Bertrand (2018). "Analyse d'images pour l'identification multi-organes d'espèces végétales". HAL : tel-01951469. .
•  Bastien Moysset (2018). "Détection, localisation et typage de texte dans des images de documents hétérogènes par Réseaux de Neurones Profonds". HAL : tel-01932920. .
• Book edition (books, chapters, seminars, congress, special numbers) (3)
•  Bertrand Kerautret, Miguel Colom, Daniel Lopresti, Pascal Monasse & Hugues Talbot (2018). "Reproducible Research in Pattern Recognition, Second International Workshop, RRPR 2018". HAL : hal-02172999. .
•  Jordan Drapeau, Thierry Géraud, Mickaël Coustaty, Joseph Chazalon, Jean-Christophe Burie, Véronique Eglin & Stéphane Bres (2018). "Extraction of Ancient Map Contents Using Trees of Connected Components". GREC 2017: Graphics Recognition. Current Trends and Evolutions, pp. 115-130. doi : 10.1007/978-3-030-02284-6_9. HAL : hal-02566618.
•  Jean-Philippe Farrugia & Bruno Tellez (2018). "Le Monastère Royal de Brou en 3D : une nouvelle réalité (augmentée)". Actes du colloques "Princesses et renaissance(s)"Editions du Patrimoine. HAL : hal-01646128.
• Others (2)
•  Wojciech Pieczynski, Stéphane Derrode, Ivan Gorynin & Emmanuel Monfrini (2018). "Triplet Markov models and fast smoothing in switching systems". HAL : hal-01864473. .
•  Sarah Bertrand, Guillaume Cerutti & Laure Tougne (2018). "Visualization of Leaf Botanical Features Extracted from AlexNet Convolutional Layers". IAMPS - International Workshop on Image Analysis Methods for the Plant Sciences 2018, 23 janvier 2018, Nottingham (United Kingdom). Poster. HAL : hal-01691924. .
• 2017 (44)
• Journals (15)
• International journals with peer review (14)
•  Anh Khoi Ngo Ho, Véronique Eglin, Nicolas Ragot & Jean-Yves Ramel (2017). "A multi-one-class dynamic classifier for adaptive digitization of document streams". International Journal on Document Analysis and Recognition, pp. 1-18. doi : 10.1007/s10032-017-0286-6. HAL : hal-01525831.
•  Xingyu Pan & Laure Tougne (2017). "A New Database of Digits Extracted from Coins with Hard-to-Segment Foreground for OCR Evaluation". Frontiers in information and communication technologies. doi : 10.3389/fict.2017.00009. HAL : hal-01518293.
•  Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini & Wojciech Pieczynski (2017). "Fast Filtering in Switching Approximations of Non-linear Markov Systems with Applications to Stochastic Volatility". IEEE Transactions on Automatic Control, vol. 62, #2, pp. 853-862. doi : 10.1109/TAC.2016.2569417. HAL : hal-01448538. .
•  Yoann Baveye, Christel Chamaret, Emmanuel Dellandréa & Liming Chen (2017). "Affective Video Content Analysis: A Multidisciplinary Insight". IEEE Transactions on Affective Computing. doi : 10.1109/TAFFC.2017.2661284. HAL : hal-01489729. .
•  Sonia Yousfi, Sid-Ahmed Berrani & Christophe Garcia (2017). "Contribution of recurrent connectionist language models in improving LSTM-based Arabic text recognition in videos". Pattern Recognition, vol. 64, pp. 245-254. doi : 10.1016/j.patcog.2016.11.011. HAL : hal-01413629.
•  Jinjiang Guo, Vincent Vidal, Irene Cheng, Anup Basu, Atilla Baskurt & Guillaume Lavoué (2017). "Subjective and Objective Visual Quality Assessment of Textured 3D Meshes". ACM Transactions on Applied Perception, vol. 14, #2, p. 20. doi : 10.1145/2996296. HAL : hal-01383623.
•  Damien Fourure, Rémi Emonet, Elisa Fromont, Damien Muselet, Natalia Neverova, Alain Trémeau & Christian Wolf (2017). "Multi-task, Multi-domain Learning: application to semantic segmentation and pose regression". Neurocomputing, vol. 251, pp. 68-80. doi : 10.1016/j.neucom.2017.04.014. HAL : hal-01507132. .
•  Eric Guérin, Julie Digne, Eric Galin, Adrien Peytavie, Christian Wolf, Bedrich Benes & Benoît Martinez (2017). "Interactive Example-Based Terrain Authoring with Conditional Generative Adversarial Networks". ACM Transactions on Graphics. HAL : hal-01583706. .
•  Yuxing Tang, Josiah Wang, Xiaofang Wang, Boyang Gao, Emmanuel Dellandréa, Robert Gaizauskas & Liming Chen (2017). "Visual and Semantic Knowledge Transfer for Large Scale Semi-supervised Object Detection". IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 1-1. doi : 10.1109/TPAMI.2017.2771779. HAL : hal-01678123. .
•  Natalia Neverova, Christian Wolf, Florian Nebout & Graham W. Taylor (2017). "Hand Pose Estimation through Weakly-Supervised Learning of a Rich Intermediate Representation.". Computer Vision and Image Understanding. HAL : hal-01617004.
•  Stefan Duffner & Christophe Garcia (2017). "Fast Pixelwise Adaptive Visual Tracking of Non-Rigid Objects". IEEE Transactions on Image Processing, vol. 26, #5, pp. 2368-2380. doi : 10.1109/TIP.2017.2676346. HAL : hal-01574513.
•  Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini & Wojciech Pieczynski (2017). "Fast smoothing in switching approximations of non-linear and non-Gaussian models". Computational Statistics and Data Analysis, vol. 114, pp. 38-46. doi : 10.1016/j.csda.2017.04.007. HAL : hal-01540474. .
•  Ozgun Pinarer, Yann Gripay, Sylvie Servigne, Ozgovde Atay & Atilla Baskurt (2017). "Dynamic energy-aware sensor configuration in multi-application monitoring systems". Pervasive and Mobile Computing, vol. 41, pp. 192-204. doi : 10.1016/j.pmcj.2017.08.005. HAL : hal-01585263. .
•  Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2017). "Class-Balanced Siamese Neural Networks". Neurocomputing. HAL : hal-01580527. .
• Other journals (1)
•  Yuxing Tang, Xiaofang Wang, Emmanuel Dellandréa & Liming Chen (2017). "Weakly Supervised Learning of Deformable Part-Based Models for Object Detection via Region Proposals". IEEE Transactions on Multimedia, vol. 19, #2, pp. 393-407. doi : 10.1109/TMM.2016.2614862. HAL : hal-01488575. .
• Conferences (24)
• International conferences with peer review (22)
•  Sylvain Haas, Atilla Baskurt, Florent Dupont & Florence Denis (2017). "A Framework Based on Compressed Manifold Modes for Robust Local Spectral Analysis". Eurographics Workshop on 3D Object Retrieval, 24 avril 2017, LYON (France). doi : 10.2312/3dor.20171054. HAL : hal-01523123.
•  Sarah Bertrand, Guillaume Cerutti & Laure Tougne (2017). "Bark Recognition to Improve Leaf-based Classification in Didactic Tree Species Identification". VISAPP 2017 - 12th International Conference on Computer Vision Theory and Applications, 1 mars 2017, Porto (Portugal). HAL : hal-01486591.
•  Fan Li, Natalia Neverova, Christian Wolf & Graham W. Taylor (2017). "Modout: Learning to Fuse Face and Gesture Modalities with Stochastic Regularization". International Conference on Automatic Face and Gesture Recognition, 5 juin 2017, Washington D.C. (United States of America). HAL : hal-01444614.
•  Léo Nicolle, Julien Bonneton, Hubert Konik, Damien Muselet & Laure Tougne (2017). "Towards an electronic orientation table: using features extracted from the image to register Digital Elevation Model". International Conference on Computer Vision Theory and Applications (Visapp 2017), 27 février 2017, Porto (Portugal). HAL : ujm-01486568. .
•  Mokhtar Taffar & Serge Miguet (2017). "Face Class Modeling based on Local Appearance for Recognition". 6th International Conference on Pattern Recognition Applications and Methods, 26 février 2017, Porto (Portugal). HAL : hal-01442076. .
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2017). "Triplet CNN and pedestrian attribute recognition for improved person re-identification". 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2017), 1 septembre 2017, Lecce (Italy). doi : 10.1109/AVSS.2017.8078542. HAL : hal-01625479. .
•  Riyadh Benamar, Christine Largeron, Véronique Eglin & Mylène Pardoen (2017). "Discovering motifs with variants in music databases". Sixteenth International Symposium on Intelligent Data Analysis (IDA 2017), 28 octobre 2017, London (United Kingdom). HAL : hal-01590735.
•  Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé & Noel Gourmelen (2017). "Handling coherence measures of displacement field time series: Application to Greenland ice sheet glaciers". 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), 29 septembre 2017, Brugge (Belgium), pp. 1-4. doi : 10.1109/Multi-Temp.2017.8035228. HAL : hal-01591461.
•  Florence Cloppet, Véronique Eglin, Marlène Helias-Baron, Van Cuong Kieu, Dominique Stutzmann & Nicole Vincent (2017). "ICDAR 2017 Competition on the Classification of Medieval Handwritings in Latin Script". International Conference on Document Analysis and Recognition (ICDAR 2017), 15 novembre 2017, Kyoto (Japan). HAL : hal-01628986.
•  Nawel Medjkoune, Frédéric Armetta, Mathieu Lefort & Stefan Duffner (2017). "Autonomous object recognition in videos using Siamese Neural Networks". EUCognition Meeting (European Society for Cognitive Systems) on "Learning: Beyond Deep Neural Networks", 22 novembre 2017, Zurich (Switzerland), p. 4. HAL : hal-01630163. .
•  Serge Miguet, Adel Benamara & Mihaela Scuturici (2017). "Multiple Object Tracking on Smart Embedded Camera For Automated Conveying Systems". Distributed Smart Cameras, 7 septembre 2017, Stanford (United States of America). doi : 10.1145/3131885.3131919. HAL : hal-01687970.
•  Ameni Sassi, Wael Ouarda, Chokri Ben Amar & Serge Miguet (2017). "Neural Approach for Context Scene Image Classification based on Geometric, Texture and Color Information". Representation, analysis and recognition of shape and motion FroM Image data, 20 décembre 2017, Aussois (France). doi : 10.1007/978-3-030-19816-9_9. HAL : hal-01687973. .
•  Sarah Bertrand, Guillaume Cerutti & Laure Tougne (2017). "Segmentation Algorithm on Smartphone Dual Camera: Application to Plant Organs in the Wild". 10th International Conference on Machine Vision, 15 novembre 2017, Vienna (Austria). doi : 10.1117/12.2314731. HAL : hal-01675655.
•  Jordan Drapeau, Thierry Géraud, Mickaël Coustaty, Joseph Chazalon, Jean-Christophe Burie, Véronique Eglin & Stéphane Bres (2017). "Extraction of ancient maps content by using trees of connected components". IAPR International Workshop on Graphics Recognition at ICDAR 2017, 9 novembre 2017, Kyoto (Japan). HAL : hal-01637824.
•  Matthieu Grard, Romain Brégier, Florian Sella, Emmanuel Dellandréa & Liming Chen (2017). "Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network". HFR - 10th International Workshop on Human-Friendy Robotics, 6 novembre 2017, Napoli (Italy), pp. 207-221. doi : 10.1007/978-3-319-89327-3_16. ArXiv : 1801.01281. HAL : hal-01674511. .
•  Bastien Moysset, Christopher Kermorvant & Christian Wolf (2017). "Full-Page Text Recognition: Learning Where to Start and When to Stop". 14th IAPR International Conference on Document Analysis and Recognition, 15 novembre 2017, Kyoto (France), pp. 871-876. doi : 10.1109/ICDAR.2017.147. HAL : hal-02343274.
•  Smrity Bhattarai, Arjuna Madanayake, Renato J. Cintra, Stefan Duffner & Christophe Garcia (2017). "Digital architecture for real-time CNN-based face detection for video processing". IEEE Cognitive Communications for Aerospace Applications Workshop (CCAA), 28 juin 2017, Cleveland (United States of America). doi : 10.1109/CCAAW.2017.8001608. HAL : hal-01574551.
•  Fabien Baradel, Christian Wolf & Julien Mille (2017). "Human Action Recognition: Pose-based Attention draws focus to Hands". ICCV Workshop on Hands in Action, 23 octobre 2017, Venice (Italy). HAL : hal-01575390.
•  Zied Bouyahia, Hedi Haddad, Nafaâ Jabeur & Stéphane Derrode (2017). "Real-Time Traffic Data Smoothing from GPS Sparse Measures Using Fuzzy Switching Linear Models". The 14th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2017), 26 juillet 2017, Leuven (Belgium), pp. 143-150. doi : 10.1016/j.procs.2017.06.136. HAL : hal-01572285. .
•  Bastien Moysset, Christopher Kermorvant & Christian Wolf (2017). "Full-Page Text Recognition: Learning Where to Start and When to Stop". International Conference on Document Analysis and Recognition, 15 novembre 2017, Kyoto (Japan). HAL : hal-01563124.
•  Qinjie Ju, Stéphane Derrode & René Chalon (2017). "Utilisation de l'Eye-tracking pour l'Interaction Mobile dans un Environnement Réel Augmenté". 29ème conférence francophone sur l'Interaction Homme-Machine, 1 septembre 2017, Poitiers (France), 5 p. HAL : hal-01577862. .
•  Damien Fourure, Rémi Emonet, Elisa Fromont, Damien Muselet, Alain Tremeau & Christian Wolf (2017). "Residual Conv-Deconv Grid Network for Semantic Segmentation". BMVC 2017, 7 septembre 2017, Londre (United Kingdom). HAL : hal-01567725. .
• National conferences with peer review (2)
•  Elodie Scholastique, Catherine Pothier, Louis Vinet, Christophe Rigotti & Nicole Bouillod (2017). "3D Geomodelling Contribution to the Mapping of Gravitational Hazards on the Hill of Croix-Rousse". Journées Aléas Gravitaires (JAG), 25 octobre 2017, Besançon (France), pp. 1-4. HAL : hal-01596585. .
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2017). "Ré-identification de personne avec perte min-triplet". 16èmes Journées francophones des jeunes chercheurs en vision par ordinateur (ORASIS 2017), 16 juin 2017, Colleville-sur-Mer (France). HAL : hal-01625496. .
• HDR, thesis (1)
• Thesis (1)
•  Ying Lu (2017). "Transfer Learning for Image Classification". HAL : tel-02065405. .
• Book edition (books, chapters, seminars, congress, special numbers) (1)
•  Wei Chen, Miguel Viana, Mohsen Ardabilian & Abdel-Malek Zine (2017). "Demographic Classification Using Skin RGB Albedo Image Analysis". International Conference, pp. 149-159. doi : 10.1007/978-3-319-68548-9_14. HAL : hal-02074221.
• Reports (1)
• Research reports/tecnical reports (1)
•  Konstantin Avrachenkov, Alexey Piunovskiy & Yi Zhang (2017). "Hitting Times in Markov Chains with Restart and their Application to Network Centrality". Research report, #RR-8581. p. 15. ArXiv : 1503.08548. HAL : hal-01055893. .
• Others (2)
•  Fabien Baradel, Christian Wolf & Julien Mille (2017). "Pose-conditioned Spatio-Temporal Attention for Human Action Recognition". ArXiv : 1703.10106. HAL : hal-01593548.
•  Emre Dogan, Gonen Eren, Christian Wolf, Eric Lombardi & Atilla Baskurt (2017). "Multi-view pose estimation with mixtures-of-parts and adaptive viewpoint selection". ArXiv : 1709.08527. HAL : hal-01593547.
• 2016 (41)
• Journals (9)
• International journals with peer review (9)
•  Kannikar Intawong, Mihaela Scuturici & Serge Miguet (2016). "Automatic Traffic analysis in video sequences". International Journal of Advances in Computer Science & Its Applications, vol. 6, #1, pp. 6-10. HAL : hal-01386348.
•  Xiaofang Wang, Boyang Gao, Simon Masnou, Liming Chen, Isaac Theurkauff, Cécile Cottin-Bizonne, Yuqian Zhao & Frank Shih (2016). "Active colloids segmentation and tracking". Pattern Recognition, vol. 60, pp. 177-188. doi : 10.1016/j.patcog.2016.04.022. HAL : hal-02141366.
•  Qingkai Zhen, Di Huang, Yunhong Wang & Liming Chen (2016). "Muscular Movement Model-Based Automatic 3D/4D Facial Expression Recognition". IEEE Transactions on Multimedia, vol. 18, #7, pp. 1438-1450. doi : 10.1109/TMM.2016.2557063. HAL : hal-02130342.
•  Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia & Adel Alimi (2016). "Resolution enhancement of textual images: a survey of single image-based methods". IET Image Processing, vol. Volume 10, Issue 4, pp. 325-337. doi : 10.1049/iet-ipr.2015.0334. HAL : hal-01421267.
•  Valérian Némesin & Stéphane Derrode (2016). "Quality-driven and real-time iris recognition from close-up eye videos". Signal, Image and Video Processing, vol. 10, #1, pp. 153-160. doi : 10.1007/s11760-014-0720-x. HAL : hal-01276600. .
•  Alaeddine Mihoub, Gérard Bailly, Christian Wolf & Frédéric Elisei (2016). "Graphical models for social behavior modeling in face-to face interaction". Pattern Recognition Letters, vol. 74, pp. 82-89. doi : 10.1016/j.patrec.2016.02.005. HAL : hal-01279427. .
•  Natalia Neverova, Christian Wolf, Lacey Griffin, Lex Fridman, Deepak Chandra, Brandon Barbello & Graham W. Taylor (2016). "Learning Human Identity from Motion Patterns". IEEE Access, vol. 4, pp. 1810-1820. doi : 10.1109/ACCESS.2016.2557846. ArXiv : 1511.03908. HAL : hal-01281946. .
•  Stéphane Derrode & Wojciech Pieczynski (2016). "Unsupervised classification using hidden Markov chain with unknown noise copulas and margins". Signal Processing, vol. 128, #11, pp. 8-17. doi : 10.1016/j.sigpro.2016.03.008. HAL : hal-01299009. .
•  Natalia Neverova, Christian Wolf, Graham W. Taylor & Florian Nebout (2016). "ModDrop: adaptive multi-modal gesture recognition". IEEE Transactions on Pattern Analysis and Machine Intelligence, to be published. HAL : hal-01178733. .
• Conferences (27)
• International conferences with peer review (23)
•  Yann Leydier, Jean Duong, Stéphane Brès, Véronique Eglin, Frank Lebourgeois & Martial Tola (2016). "Libcrn, an Open-Source Document Image Processing Library". International Conference on Fontiers in Handwriting Recognition, 26 octobre 2016, Shenzhen (China). HAL : hal-01403756. .
•  Fatma Chabchoub, Yousri Kessentini, Slim Kanoun & Véronique Eglin (2016). "SmartATID: A mobile captured Arabic Text Images Dataset for multi-purpose recognition tasks". Internation Conference in Frontiers on Handwriting Recognition, 26 octobre 2016, Shenzhen (China). HAL : hal-01403764. .
•  Mehdi Ayadi, Loreta Suta, Mihaela Scuturici, Serge Miguet & Chokri Amar (2016). "A Parametric Algorithm for Skyline Extraction". Advanced Concepts for Intelligent Vision Systems: 17th International Conference, ACIVS 2016, Lecce, Italy, October 24-27, 2016, Proceedings, 27 octobre 2016, Lecce (Italy), pp. 604-615. doi : 10.1007/978-3-319-48680-2_53. HAL : hal-01385542. .
•  Yuxing Tang, Josiah Wang, Boyang Gao, Emmanuel Dellandréa, Robert Gaizauskas & Liming Chen (2016). "Large Scale Semi-Supervised Object Detection Using Visual and Semantic Knowledge Transfer". The IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), 1 juillet 2016, Las Vegas, NV (United States of America), pp. 2119-2128. doi : 10.1109/CVPR.2016.233. HAL : hal-01488579. .
•  Adel Benamara, Serge Miguet & Mihaela Scuturici (2016). "Real-time Multi-Object Tracking with Occlusion and Stationary Objects Handling for Conveying Systems". 12th International Symposium on Visual Computing (ISVC'16), 14 décembre 2016, Las Vegas, NV (United States of America). HAL : hal-01385529. .
•  Ameni Sassi, Chokri Ben-Amar & Serge Miguet (2016). "Skyline-based Approach for Natural Scene Identification". 13th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2016), 2 décembre 2016, Agadir (Morocco). HAL : hal-01385537. .
•  Florence Cloppet, Véronique Eglin, Van Kieu, Dominique Stutzmann & Nicole Vincent (2016). "ICFHR2016 Competition on the Classification of Medieval Handwritings in Latin Script". International Conference in Frontiers on Handwriting Recognition ICFHR 2016, 26 octobre 2016, Shenzhen (China). HAL : hal-01403775. .
•  Louis Vinet, Nicole Bouillod, Aurélie Delvallee & Catherine Pothier (2016). "MODELE DE COMPREHENSION D'UNE COULEE BOUEUSE EN SITE URBAIN, CAS DU CONSERVATOIRE DE LYON.". Journées Nationales de Géotechnique et de Géologie de l’Ingénieur 2016 (JNGG 2016 ), Nancy (France). HAL : hal-03212636. .
•  Clément Peyrard, Christophe Garcia & Moez Baccouche (2016). "Blind Super-Resolution with Deep Convolutional Neural Networks". ICANN 2016: 25th International Conference on Artificial Neural Networks, 9 septembre 2016, Barcelona (Spain), pp. 161-169. doi : 10.1007/978-3-319-44781-0_20. HAL : hal-01421034.
•  Zied Bouyahia, Stéphane Derrode & Wojciech Pieczynski (2016). "An exact smoother in a fuzzy jump Markov switching model". 6th International Workshop on Representation, analysis and recognition of shape and motion FroM Imaging data (RFMI 2016), 29 octobre 2016, Sidi Bou Said (Tunisia). HAL : hal-01448543. .
•  Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2016). "Polar Sine Based Siamese Neural Network for Gesture Recognition". International Conference on Artificial Neural Networks, 9 septembre 2016, Barcelona (Spain). doi : 10.1007/978-3-319-44781-0_48. HAL : hal-01369302. .
•  Fei Zheng, Stéphane Derrode & Wojciech Pieczynski (2016). "Parameter estimation in conditionally Gaussian pairwise Markov switching models and unsupervised smoothing". MLSP 2016 : 26th International Workshop on Machine Learning for Signal Processing, 16 septembre 2016, Salerno (Italy). doi : 10.1109/MLSP.2016.7738907. HAL : hal-01371179. .
•  Anh Khoi Ngo Ho, Véronique Eglin, Nicolas Ragot & Jean-Yves Ramel (2016). "Multi One-Class Incremental SVM for Document Stream Digitization". 12th IAPR International Workshop on Document Analysis Systems (DAS 2016), 14 avril 2016, Santorini (Greece). HAL : hal-01307021. .
•  Damien Fourure, Rémi Emonet, Elisa Fromont, Damien Muselet, Alain Trémeau & Christian Wolf (2016). "Mixed Pooling Neural Networks for Color Constancy". IEEE International Conference on Image Processing, 28 septembre 2016, Phoenix (United States of America). HAL : hal-01314066. .
•  Damien Fourure, Rémi Emonet, Elisa Fromont, Damien Muselet, Alain Tremeau & Christian Wolf (2016). "Segmentation de scènes extérieures à partir d'ensembles d'étiquettes à granularité et sémantique variables". RFIA 2016, 1 juillet 2016, Clermont Ferrand (France). HAL : hal-01318461. .
•  Stéphane Bres, Véronique Eglin & Vincent Poulain (2016). "Semi Automatic Color Segmentation of Document Pages". International Workshop on Document Analysis System, 14 avril 2016, Santorini (France). ArXiv : 1609.08393. HAL : hal-01371349. .
•  Xingyu Pan & Laure Tougne (2016). "Topology-Based Character Recognition Method for Coin Date Detection". 18th International Conference on Image Analysis and Processing, 25 octobre 2016, Paris (France). HAL : hal-01371496.
•  Damien Fourure, Rémi Emonet, Elisa Fromont, Damien Muselet, Alain Trémeau & Christian Wolf (2016). "Semantic Segmentation via Multi-task, Multi-domain Learning". S+SSPR 2016 The joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2016) and Statistical Techniques in Pattern Recognition (SPR 2016), 2 décembre 2016, Merida (Mexico). HAL : hal-01376998. .
•  Aurélie Leborgne, Julien Mille & Laure Tougne (2016). "Hierarchical skeleton for shape matching". ICIP (IEEE International Conference on Image Processing), 28 septembre 2016, Phoenix (United States of America). HAL : hal-01335723.
•  Antoine Vacavant & Aurélie Leborgne (2016). "Robust Computations of Reeb Graphs in 2-D Binary Images". CTIC (Computational Topology in Image Context), 17 juin 2016, Marseille (France). doi : 10.1007/978-3-319-39441-1_19. HAL : hal-01335696.
•  Louisa Kessi, Frank Le Bourgeois & Christophe Garcia (2016). "An Efficient New PDE-based Characters Reconstruction After Graphics Removal". 15th International Conference on Frontiers in Handwriting Recognition (ICFHR-2016), 26 octobre 2016, Shenzhen (China). HAL : hal-01345831. .
•  Bastien Moysset, Jérôme Louradour, Christopher Kermorvant & Christian Wolf (2016). "Learning text-line localization with shared and local regression neural networks". International Conference on Frontiers in Handwriting Recognition, 26 octobre 2016, Shenzhen (China). HAL : hal-01345713.
•  Di Huang, Mohsen Ardabilian, Yunhong Wang & Liming Chen (2016). "A Novel Geometric Facial Representation based on Multi-Scale Extended Local Binary Patterns". IEEE International Conference on Automatic Face and Gesture Recognition (FG), 21 mars 2016, Santa Barbara, CA (United States of America), pp. 1-7. doi : 10.1109/FG.2011.5771323. HAL : hal-01354380.
• National conferences with peer review (3)
•  Sébastien George, Didier Coquin, Thierry Joliveau, Valéry Malécot & Laure Tougne (2016). "Conception d'applications ludo-éducatives mobiles en botanique". Ludovia 2016, 26 août 2016, Ax-les-Thermes (France). HAL : hal-01546798.
•  Marylise Cottet, Julien Mille, Christian Wolf & Pierre Lemaire (2016). "Avancées méthodologiques pour mobiliser les technologies d'eye-tracking dans le cadre de recherches sur les perceptions environnementales". Eye-tracking day 2016, 23 juin 2016, Tours (France). HAL : halshs-01316282.
•  Aurélie Leborgne, Julien Mille & Laure Tougne (2016). "Squelette hiérarchique pour la description de formes". RFIA (Reconnaissance de Formes et Intelligence Artificielle), 1 juillet 2016, Clermont-Ferrand (France). HAL : hal-01335715.
• Other conferences (1)
•  Jérôme Michalon, Florian Charvolin, Thierry Joliveau & Laure Tougne (2016). "La grammaire des arbres. Les régimes de perception et de cognition de l’environnement chez les utilisateurs de l’application Folia.". XXème Congrès de l'Association Internationale des Sociologues de Langue Française, CR 29 Sociologie de la Science et de l'innovation technologique, Montréal (Canada). HAL : halshs-01523558.
• HDR, thesis (2)
• Thesis (2)
•  Huaxiong Ding (2016). "Combining 2D facial texture and 3D face morphology for estimating people's soft biometrics and recognizing facial expressions". HAL : tel-01593173. .
•  Yuxing Tang (2016). "Weakly supervised learning of deformable part models and convolutional neural networks for object detection". HAL : tel-01538307. .
• Book edition (books, chapters, seminars, congress, special numbers) (2)
•  Guillaume Gravier, Claire-Hélène Demarty, Hervé Bredin, Ionescu Bogdan, Boididou Christina, Emmanuel Dellandréa, Choi Jaeyong, Michael A. Riegler, Sutcliffe Richard et al. (2016). "Working Notes Proceedings of the MediaEval Workshop". HAL : hal-01399674.
•  Louisa Kessi, Frank Le Bourgeois & Christophe Garcia (2016). "AColDSS: Robust Unsupervised Automatic Color Segmentation System for Noisy Heterogeneous Document Images". European Project Space on Computer Vision, Graphics, Optics and PhotonicsBerlin, GermanyMarch, 2015Filipa Duarte (Ed.), SCITERESS, Sponsored and Organized by INSTICC Published by SCITEPRESS. HAL : hal-01272998.
• Reports (1)
• Research reports/tecnical reports (1)
•  Bastien Moysset, Christopher Kermorvant & Christian Wolf (2016). "Learning to detect and localize many objects from few examples". Research report. ArXiv : 1611.05664. HAL : hal-01399159.
• 2015 (57)
• Journals (16)
• International journals with peer review (16)
•  Lilei Zheng, Stefan Duffner, Khalid Idrissi, Christophe Garcia & Atilla Baskurt (2015). "Siamese Multi-layer Perceptrons for Dimensionality Reduction and Face Identification". Multimedia Tools and Applications,,. doi : 10.1007/s11042-015-2847-3. HAL : hal-01182273. .
•  Valérian Némesin & Stéphane Derrode (2015). "Robust partial-learning in linear Gaussian systems". IEEE Transactions on Automatic Control, vol. 60, #9, pp. 2518-2523. doi : 10.1109/TAC.2014.2381032. HAL : hal-01191909. .
•  Alaeddine Mihoub, Gérard Bailly, Christian Wolf & Frédéric Elisei (2015). "Learning multimodal behavioral models for face-to-face social interaction". Journal on Multimodal User Interfaces, vol. 9, #3, pp. 195-210. doi : 10.1007/s12193-015-0190-7. HAL : hal-01170991.
•  Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Camille Kurtz, Jonathan Weber & Laure Tougne (2015). "Tree leaves extraction in natural images: Comparative study of pre-processing tools and segmentation methods". IEEE Transactions on Image Processing, vol. 24, #5, pp. 1549-1560. doi : 10.1109/TIP.2015.2400214. HAL : hal-01176699. .
•  Aurélie Leborgne, Julien Mille & Laure Tougne (2015). "Noise-resistant Digital Euclidean Connected Skeleton for graph-based shape matching". Journal of Visual Communication and Image Representation, vol. 31, pp. 165-176. doi : 10.1016/j.jvcir.2015.06.005. HAL : hal-01176707.
•  Stefan Duffner & Christophe Garcia (2015). "Using discriminative motion context for on-line visual object tracking". IEEE Transactions on Circuits and Systems for Video Technology. doi : 10.1109/TCSVT.2015.2504739. HAL : hal-01340308. .
•  Huibin Li, Huaxiong Ding, Di Huang, Yunhong Wang, Xi Zhao, Jean-Marie Morvan & Liming Chen (2015). "An efficient multimodal 2D + 3D feature-based approach to automatic facial expression recognition". Computer Vision and Image Understanding, vol. 140, pp. 83-92. doi : 10.1016/j.cviu.2015.07.005. HAL : hal-02130337.
•  Claire D'agostino, Alexandre Saidi & Gilles Scouarnec (2015). "Learning-Based Driving Events Recognition and Its Application to Digital Roads". IEEE Transactions on Intelligent Transportation Systems, vol. 16, #4, pp. 2155-2166. doi : 10.1109/TITS.2015.2399415. HAL : hal-02351656.
•  Yoann Baveye, Emmanuel Dellandréa, Christel Chamaret & Liming Chen (2015). "LIRIS-ACCEDE: A Video Database for Affective Content Analysis". IEEE Transactions on Affective Computing, vol. 6, #1, pp. 43-55. doi : 10.1109/TAFFC.2015.2396531. HAL : hal-01375518. .
•  Xiaofang Wang, Yuxing Tang, Simon Masnou & Liming Chen (2015). "A Global/Local Affinity Graph for Image Segmentation". IEEE Transactions on Image Processing, vol. 24, #4, pp. 1399-1411. doi : 10.1109/TIP.2015.2397313. HAL : hal-02131178.
•  Isabelle Bloch, Alain Bretto & Aurélie Leborgne (2015). "Robust similarity between hypergraphs based on valuations and mathematical morphology operators". Discrete Applied Mathematics, vol. 183, Spec, pp. 2-19. doi : 10.1016/j.dam.2014.08.013. HAL : hal-01130921.
•  Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia & Adel Alimi (2015). "Resolution enhancement of textual images via multiple coupled dictionaries and adaptive sparse representation selection". International Journal on Document Analysis and Recognition, vol. Volume 18, Issue 1, pp 87-107. doi : 10.1007/s10032-014-0235-6. HAL : hal-01421272.
•  Oya Celiktutan, Christian Wolf, Bülent Sankur & Eric Lombardi (2015). "Fast Exact Hyper-Graph Matching with Dynamic Programming for Spatio-Temporal Data". Journal of Mathematical Imaging and Vision, vol. 51, pp. 1-21. HAL : hal-01151755. .
•  Julien Mille, Sébastien Bougleux & Laurent D. Cohen (2015). "Combination of piecewise-geodesic paths for interactive segmentation". International Journal of Computer Vision, vol. 112, #1, pp. 1-22. doi : 10.1007/s11263-014-0751-3. HAL : hal-01100386. .
•  Stefan Duffner & Christophe Garcia (2015). "Visual Focus of Attention estimation with unsupervised incremental learning". IEEE Transactions on Circuits and Systems for Video Technology. doi : 10.1109/TCSVT.2015.2501920. HAL : hal-01153969. .
•  N Abbassi, D Benboudjema, Stéphane Derrode & W Pieczynski (2015). "Optimal Filter Approximations in Conditionally Gaussian Pairwise Markov Switching Models". IEEE Transactions on Automatic Control, vol. 60, #4, pp. 1104-1109. doi : 10.1109/TAC.2014.2340591. HAL : hal-01157814. .
• Conferences (33)
• International conferences with peer review (30)
•  Clément Peyrard, Franck Mamalet & Christophe Garcia (2015). "A Comparison between Multi-Layer Perceptrons and Convolutional Neural Networks for Text Image Super-Resolution". International Conference on Computer Vision Theory and Applications, 14 mars 2015, Berlin (Germany). doi : 10.5220/0005297200840091. HAL : hal-01260671.
•  Salma Moujtahid, Stefan Duffner & Atilla Baskurt (2015). "Coherent Selection of Independent Trackers for Real-time Object Tracking". International Conference on Computer Vision Theory and Applications (VISAPP), Berlin (Germany), pp. 584-592. HAL : hal-01161859. .
•  Louisa Kessi, Frank Le Bourgeois, Christophe Garcia & Jean Duong (2015). "AColDPS : Robust and Unsupervised Automatic Color Document Processing System". VISAPP 2015, 10th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 14 mars 2015, Berlin (Germany). doi : 10.5220/0005315801740185. HAL : hal-01272989. .
•  Jiwen Lu, Junlin Hu, Venice Erin Liong, Xiuzhuang Zhou, Andrea Bottino, Ihtesham Ul Islam, Tiago Figueiredo Vieira, Xiaoqian Qin, Xiaoyang Tan et al. (2015). "The FG 2015 Kinship Verification in the Wild Evaluation". 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), 8 mai 2015, Ljubljana (Slovenia). HAL : hal-01158942. .
•  Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner & Atilla Baskurt (2015). "Logistic Similarity Metric Learning for Face Verification". 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2015, 24 avril 2015, Brisbane (Australia). HAL : hal-01158949. .
•  Salma Moujtahid, Stefan Duffner & Atilla Baskurt (2015). "Classifying Global Scene Context for On-line Multiple Tracker Selection". British Machine Vision Conference (BMVC), 10 septembre 2015, Swansea (United Kingdom). HAL : hal-01208200. .
•  Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini & Wojciech Pieczynski (2015). "Lissage rapide dans des modèles non linéaires et non gaussiens". GRETSI'2015, 11 septembre 2015, Lyon (France). HAL : hal-01169898. .
•  Bastien Moysset, Pierre Adam, Christian Wolf & Jérôme Louradour (2015). "Space Displacement Localization Neural Networks to locate origin points of handwritten text lines in historical documents". ICDAR 2015 Workshop on Historical Document Imaging and Processing, 22 août 2015, Nancy (France). HAL : hal-01178342.
•  Louisa Kessi, Frank Le Bourgeois & Christophe Garcia (2015). "An Eficient Image Registration Method based on Modified NonLocal - Means : Application to Color Business Document Images". 10th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 14 mars 2015, Berlin (Germany), pp. 166-173. doi : 10.5220/0005315301660173. HAL : hal-01272993. .
•  Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2015). "Siamese Neural Network based Similarity Metric for Inertial Gesture Classification and Rejection". International Conference on Automatic Face and Gesture Recognition, 8 mai 2015, Ljubljana (Slovenia), pp. 1-6. doi : 10.1109/FG.2015.7163112. HAL : hal-01179993. .
•  Yoann Baveye, Emmanuel Dellandréa, Christel Chamaret & Liming Chen (2015). "Deep Learning vs. Kernel Methods: Performance for Emotion Prediction in Videos". Affective Computing and Intelligent Interaction (ACII), 21 septembre 2015, Xi'an (China). HAL : hal-01193144. .
•  Ting Li, Yoann Baveye, Christel Chamaret, Emmanuel Dellandréa & Liming Chen (2015). "Continuous Arousal Self-assessments Validation Using Real-time Physiological Responses". International Workshop on Affect and Sentiment in Multimedia (ASM), 30 octobre 2015, Brisbane (Australia). doi : 10.1145/2813524.2813527. HAL : hal-01200730. .
•  Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini & Wojciech Pieczynski (2015). "EXACT FAST SMOOTHING IN SWITCHING MODELS WITH APPLICATION TO STOCHASTIC VOLATILITY". EUSIPCO, 4 septembre 2015, Nice (France). HAL : hal-01165338. .
•  Arnau Ramisa, Josiah Wang, Ying Lu, Emmanuel Dellandréa, Francesc Moreno-Noguer & Robert Gaizauskas (2015). "Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions". Conference on Empirical Methods in Natural Language Processing, Lisbon (Portugal), pp. 214-220. HAL : hal-01375638.
•  Pierre Lemaire, Hervé Piégay, Bruce Macvicar, Lise Vaudor, Christine Mouquet-Noppe & L. Tougne (2015). "An automatic video monitoring system for estimating driftwood discharge in large rivers". Third International Conference on WOOD WORLD RIVERS 3, 10 juillet 2015, Padova (Italy). HAL : halshs-01361639.
•  Wei Chen, Mohsen Ardabilian, Abdelmalek Zine & Hassan Zahouani (2015). "Reflectance spectra based skin and non-skin classification". 2015 IEEE International Conference on Image Processing (ICIP), 30 septembre 2015, Quebec City (France), pp. 755-759. doi : 10.1109/ICIP.2015.7350900. HAL : hal-02074189.
•  Hervé Piégay, Véronique Benacchio, Maxime Boivin, Pierre Lemaire, Bruce Macvicar, Bertrand Moulin, V. Ruiz-Villanueva, Thomas Buffin-Belanger, Kristell Michel et al. (2015). "Wood is good but it moves! Associated problems and research issues". Third International Conference on WOOD IN WORLD RIVERS 3, 10 juillet 2015, Padova (Italy). HAL : halshs-01361562.
•  Alexei Lavrentiev, Dominique Stutzmann & Yann Leydier (2015). "Specifying a TEI-XML Based Format for Aligning Text to Image at Character Level". Symposium on Cultural Heritage Markup., 10 août 2015, Washington, DC (United States of America), BalisageVol16-Lavrentiev01. doi : 10.4242/BalisageVol16.Lavrentiev01. HAL : halshs-01318701. .
•  Dominique Stutzmann, Théodore Bluche, Alexei Lavrentiev, Yann Leydier & Christopher Kermorvant (2015). "From Text and Image to Historical Resource: Text-Image Alignment for Digital Humanists". DH2015 Global Digital Humanities, 3 juillet 2015, Sydney (Australia). HAL : hal-01855337. .
•  Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner & Atilla Baskurt (2015). "Triangular Similarity Metric Learning for Face Verification". 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), 8 mai 2015, Ljubljana (Slovenia). HAL : hal-01158908. .
•  Matej Kristan, Jiri Matas, Aleš Leonardis, Michael Felsberg, Luka Cehovin, Gustavo Fernández, Tomas Vojir, Gustav Häger, Georg Nebehay et al. (2015). "The Visual Object Tracking VOT2015 Challenge Results". Visual Object Tracking Workshop 2015 at ICCV2015, 12 décembre 2015, Santiago (Chile). doi : 10.1109/ICCVW.2015.79. HAL : hal-01336773. .
•  Gérard Bailly, Alaeddine Mihoub, Christian Wolf & Frédéric Elisei (2015). "Learning joint multimodal behaviors for face-to-face interaction: performance & properties of statistical models". Human-Robot Interaction. Workshop on Behavior Coordination between Animals, Humans, and Robots, 5 mars 2015, Portland (United States of America). HAL : hal-01110290. .
•  Emre Dogan, Gonen Eren, Christian Wolf & Atilla Baskurt (2015). "Activity Recognition with Volume Motion Templates and Histograms of 3D Gradients". International Conference on Image Processing, 30 septembre 2015, Quebec City (Canada). HAL : hal-01147957.
•  Kannikar Intawong, Mihaela Scuturici & Serge Miguet (2015). "Detection of entry and exit zones in image sequences for automatic traffic analysis". 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, Karlsruhe (Germany). doi : 10.1109/AVSS.2015.7301723. HAL : hal-01385521.
•  Clément Peyrard, Moez Baccouche, Franck Mamalet & Christophe Garcia (2015). "ICDAR2015 Competition on Text Image Super-Resolution". 13th International Conference on Document Analysis and Recognition (ICDAR 2015), 26 août 2015, Tunis (Tunisia). HAL : hal-01157903.
•  Kannikar Intawong, Mihaela Scuturici & Serge Miguet (2015). "Automatic Traffic analysis in video sequences". Third International Conference on Advances in Computing, Control and Networking - ACCN 2015, 29 décembre 2015, Bangkok (Thailand). doi : 10.15224/978-1-63248-082-8-02. HAL : hal-01385510.
•  Bastien Moysset, Christopher Kermorvant, Christian Wolf & Jérôme Louradour (2015). "Paragraph text segmentation into lines with Recurrent Neural Networks". International Conference on Document Analysis and Recognition, 26 août 2015, Tunisia (Tunisia). HAL : hal-01151760.
•  Sonia Yousfi, Sid-Ahmed Berrani & Christophe Garcia (2015). "Deep Learning and Recurrent Connectionist-based Approaches for Arabic Text Recognition in Videos". 13th International Conference on Document Analysis and Recognition (ICDAR 2015), 26 août 2015, Tunis (Tunisia). HAL : hal-01152209.
•  Walha Rim, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Alimi Adel (2015). "Joint Denoising and Magnification of Noisy Low-Resolution Textual Images". 13th International Conference on Document Analysis and Recognition (ICDAR 2015), 26 août 2015, Tunis (Tunisia). HAL : hal-01152207.
•  Valérian Némesin & Stéphane Derrode (2015). "Apprentissage des paramètres de bruit d'un système linéaire gaussien couple". TAIMA, 16 mai 2015, Hammamet (Tunisia). HAL : hal-01157824. .
• Other conferences (3)
•  Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi et al. (2015). "IRIM at TRECVID 2015: Semantic Indexing". Proceedings of TRECVid, 18 novembre 2015, Gaithersburg, MD (United States of America). HAL : hal-01233398. .
•  Mats Sjöberg, Yoann Baveye, Hanli Wang, Vu Lam Quang, Ionescu Bogdan, Emmanuel Dellandréa, Markus Schedl, Claire-Hélène Demarty & Liming Chen (2015). "The MediaEval 2015 Affective Impact of Movies Task". MediaEval 2015 Workshop, Wurzen (Germany). HAL : hal-01375754.
•  Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Emmanuel Dellandréa, Robert Gaizauskas, Villegas Mauricio & Krystian Mikolajczyk (2015). "Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task.". CLEF2015 Working Notes, Toulouse (France). HAL : hal-01375629.
• HDR, thesis (5)
• Thesis (5)
•  Baptiste Chu (2015). "Neutralisation des expressions faciales pour améliorer la reconnaissance du visage". HAL : tel-01225809. .
•  Yoann Baveye (2015). "Automatic prediction of emotions induced by movies". HAL : tel-01272240. .
•  Xiaofang Wang (2015). "Graph based approaches for image segmentation and object tracking". HAL : tel-01303748. .
•  Matthieu Rogez (2015). "Utilisation du contexte pour la détection et le suivi d'objets en vidéosurveillance". HAL : hal-01512618.
•  Dongming Chen (2015). "Contributions to accurate and efficient cost aggregation for stereo matching". HAL : hal-01512628.
• Reports (3)
• Research reports/tecnical reports (3)
•  Eric Lombardi, Christian Wolf, Oya Celiktutan & Bülent Sankur (2015). "Activity recognition from videos with parallel hypergraph matching on GPUs". Research report. ArXiv : 1505.00581. HAL : hal-01234661. .
•  Marylise Cottet, Marie Augendre, Christian Wolf, Julien Mille, Rizwan Ahmed Khan, Yves Perrodin, Benoit Cournoyer & Romain Marty (2015). "Rivière : Renaturer la VillE : facteur de RisquE ou de bien-être social aux yeux des habitants et des usagers ? L’apport d’une médiation paysagère". Research report. HAL : halshs-01250481.
•  Natalia Neverova, Christian Wolf, Florian Nebout & Graham W. Taylor (2015). "Hand Pose Estimation through Weakly-Supervised Learning of a Rich Intermediate Representation". Research report. ArXiv : 1511.06728. HAL : hal-01281943.
• 2014 (73)
• Journals (22)
• International journals with peer review (21)
•  Hayet Boughrara, Mohamed Chtourou, Chokri Ben-Amar & Liming Chen (2014). "Face recognition based on perceived facial images and multilayer perceptron neural network using constructive training algorithm". IET Computer Vision, vol. 8, pp. 729-739. doi : 10.1049/iet-cvi.2013.0294. HAL : hal-01301128.
•  Di Huang, Huaxiong Ding, Chen Wang, Yunhong Wang, Guangpeng Zhang & Liming Chen (2014). "Local circular patterns for multi-modal facial gender and ethnicity classification". Image and Vision Computing, vol. 32, #12, pp. 1181-1193. doi : 10.1016/j.imavis.2014.06.009. HAL : hal-01301111. .
•  Di Huang, Chao Zhu, Yunhong Wang & Liming Chen (2014). "HSOG: A Novel Local Image Descriptor Based on Histograms of the Second-Order Gradients". IEEE Transactions on Image Processing, vol. 23, pp. 4680-4695. doi : 10.1109/TIP.2014.2353814. HAL : hal-01301110.
•  Dongming Chen, Mohsen Ardabilian & Liming Chen (2014). "A Fast Trilateral Filter based Adaptive Support Weight Method for Stereo Matching". IEEE Transactions on Circuits and Systems for Video Technology, vol. PP, pp. 1-14. doi : 10.1109/TCSVT.2014.2361422. HAL : hal-01301109.
•  Di Huang, Yinhang Tang, Yiding Wang, Liming Chen & Yunhong Wang (2014). "Hand-Dorsa Vein Recognition by Matching Local Features of Multisource Keypoints". IEEE Transactions on Cybernetics, vol. PP, pp. 1823-1837. doi : 10.1109/TCYB.2014.2360894. HAL : hal-01301112. .
•  Khaoula Elagouni, Christophe Garcia, Franck Mamalet & Pascale Sébillot (2014). "Text Recognition in Multimedia Documents: A Study of two Neural-based OCRs Using and Avoiding Character Segmentation". International Journal on Document Analysis and Recognition, vol. 17, #1, pp. 19-31. doi : 10.1007/s10032-013-0202-7. HAL : hal-00867225. .
•  Huibin Li, Di Huang, Jean-Marie Morvan, Yunhong Wang & Liming Chen (2014). "Towards 3D Face Recognition in the Real: A Registration-Free Approach using Fine-Grained Matching of 3D Keypoint Descriptors". International Journal of Computer Vision, pp. 1-14. doi : 10.1007/s11263-014-0785-6. HAL : hal-01301114.
•  Hayet Boughrara, Mohamed Chtourou, Chokri Ben-Amar & Liming Chen (2014). "Facial expression recognition based on a mlp neural network using constructive training algorithm". Multimedia Tools and Applications, pp. 1-23. doi : 10.1007/s11042-014-2322-6. HAL : hal-01301113.
•  Ngoc-Son Vu, Thanh Phuong Nguyen & Christophe Garcia (2014). "Improving Texture Categorization with Biologically Inspired Filtering". Image and Vision Computing, vol. 3, pp. 424-436. HAL : hal-01584903.
•  Mingyuan Jiu, Christian Wolf, Graham W. Taylor & Atilla Baskurt (2014). "Human body part estimation from depth images via spatially-constrained deep learning". Pattern Recognition Letters, vol. 50, pp. 122-129. HAL : hal-01269994. .
•  Christian Wolf, Eric Lombardi, Julien Mille, Oya Celiktutan, Mingyuan Jiu, Emre Dogan, Gonen Eren, Moez Baccouche, Emmanuel Dellandréa et al. (2014). "Evaluation of video activity localizations integrating quality and quantity measurements". Computer Vision and Image Understanding, vol. 127, pp. 14-30. doi : 10.1016/j.cviu.2014.06.014. HAL : hal-01283866. .
•  Guillaume Cerutti, Laure Tougne, Didier Coquin & Antoine Vacavant (2014). "Leaf margins as sequences: A structural approach to leaf identification". Pattern Recognition Letters, vol. 49, #2014, pp. 177-184. doi : 10.1016/j.patrec.2014.07.016. HAL : hal-01095539.
•  Imane Daoudi & Khalid Idrissi (2014). "A fast and efficient fuzzy approximation-based indexing for CBIR". Multimedia Tools and Applications, pp. 4507-4533. doi : 10.1007/s11042-013-1820-2. HAL : hal-01270672.
•  Stefan Duffner & Jean-Marc Odobez (2014). "Leveraging Colour Segmentation for Upper-Body Detection". Pattern Recognition, vol. 47, pp. 2222-2230. doi : 10.1016/j.patcog.2013.12.014. HAL : hal-01270720.
•  Huibin Li, Di Huang, Jean-Marie Morvan, Liming Chen & Yunhong Wang (2014). "Expression-robust 3D face recognition via weighted sparse representation of multi-scale and multi-component local normal patterns". Neurocomputing, vol. 133, pp. 179-193. doi : 10.1016/j.neucom.2013.11.018. HAL : hal-01271744. .
•  Antoine Vacavant, Laure Tougne, Lionel Robinault & Thierry Chateau (2014). "Special section on background models comparison". Computer Vision and Image Understanding, vol. 122, pp. 1-3. HAL : hal-01296377.
•  Toru Nakashika, Toshiya Yoshioka, Tetsuya Takiguchi, Yasuo Ariki, Stefan Duffner & Christophe Garcia (2014). "Convolutive Bottleneck Network with Dropout for Dysarthric Speech Recognition". Transactions on Machine Learning and Artificial Intelligence, vol. 2, pp. 1-15. doi : 10.14738/tmlai.22.150. HAL : hal-01301040. .
•  Imtiaz Ali, Julien Mille & Laure Tougne (2014). "Adding a rigid motion model to foreground detection: Application to moving object detection in rivers". Pattern Analysis and Applications, vol. 17, pp. 567-585. doi : 10.1007/s10044-013-0346-6. HAL : hal-01301035.
•  Mokhtar Taffar, Serge Miguet & Mohammed Benmohammed (2014). "Probabilistic Modeling for Face Detection and Gender Classification". International Journal of Computer Vision and Image Processing (IJCVIP), vol. 4, pp. 30-39. doi : 10.4018/ijcvip.2014010103. HAL : hal-01301083.
•  Noufel Abbassi, Stéphane Derrode, François Desbouvries, Yohan Petetin & Wojciech Pieczynski (2014). "Filtrage statistique optimal rapide dans des systèmes linéaires à sauts non stationnaires". Traitement du Signal, vol. 31, 3-4, pp. 339-361. doi : 10.3166/TS.31.1-23. HAL : hal-01157813. .
•  Djamel Gaceb, Véronique Eglin & Frank Le Bourgeois (2014). "Classification of business documents for real time application". Journal of Real-Time Image Processing, vol. 9, pp. 329-345. doi : 10.1007/s11554-011-0227-4. HAL : hal-01300863.
• National journals with peer review (1)
•  Wang Peng, Véronique Eglin, Christine Largeron, Christophe Garcia, Josep Lladós & Alicia Fornés (2014). "Représentation des mots manuscrits par graphe pour la recherche par similarité". Document numérique - Revue des sciences et technologies de l'information. Série Document numérique, vol. 17, #3, pp. 53-75. doi : 10.3166/dn.17.3.53-75. HAL : hal-01223299.
• Conferences (42)
• International conferences with peer review (33)
•  Toru Nakashika, Toshiya Yoshioka, Tetsuya Takiguchi, Yasuo Ariki, Stefan Duffner & Christophe Garcia (2014). "Dysarthric Speech Recognition Using a Convolutive Bottleneck Network". IEEE International Conference on Signal Processing (ICSP), 19 octobre 2014, HangZhou (China), pp. 505-509. HAL : hal-01301122.
•  Yoann Baveye, Emmanuel Dellandréa, Christel Chamaret & Liming Chen (2014). "From crowdsourced rankings to affective ratings". 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 14 juillet 2014, Chengdu (China), pp. 1-6. doi : 10.1109/ICMEW.2014.6890568. HAL : hal-01313166.
•  Jia Sun, Di Huang, Yunhong Wang & Liming Chen (2014). "A Coarse-to-Fine Approach to Robust 3D Facial Landmarking via Curvature Analysis and Active Normal Model". International Joint Conference on Biometrics (IJCB), 29 septembre 2014, Clearwater, Florida (United States of America), pp. 1-8. HAL : hal-01301119.
•  Matthieu Rogez, Lionel Robinault & Laure Tougne (2014). "A 3D Tracker for Ground-Moving Objects". International Symposium on Visual Computing (ISVC), 8 décembre 2014, Las Vegas (United States of America), pp. 695-705. HAL : hal-01301102.
•  Xingyu Pan, Kitti Puritat & Laure Tougne (2014). "A New Coin Segmentation and Graph-Based Identification Method for Numismatic Application". 10th International Symposium on Visual Computing, 10 décembre 2014, Las Vegas (United States of America). doi : 10.1007/978-3-319-14364-4_18. HAL : hal-01371488.
•  Yuxing Tang, Xiaofang Wang, Emmanuel Dellandréa, Simon Masnou & Liming Chen (2014). "Fusing Generic Objectness and Deformable Part-based Models for Weakly Supervised Object Detection". International Conference on Image Processing (ICIP), 27 octobre 2014, Paris (France), pp. 4072-4076. HAL : hal-01301105.
•  Faten Jaiem Kallel, Slim Kanoun & Véronique Eglin (2014). "Arabic font recognition based on a texture analysis". ICFHR, International Conference on Frontiers in Handwriting Recognition, 1 septembre 2014, Heraklion, Crète (Greece), pp. 673-677. doi : 10.1109/ICFHR.2014.118. HAL : hal-01313191.
•  Wuming Zhang, Di Huang, Dimitris Samaras, Jean-Marie Morvan, Yunhong Wang & Liming Chen (2014). "3D assisted face recognition via progressive pose estimation". IEEE International Conference on Image Processing (ICIP) 2014, 27 octobre 2014, Paris (France), pp. 728-732. doi : 10.1109/ICIP.2014.7025146. HAL : hal-01301118. .
•  Hervé Piégay, Véronique Benacchio, Pierre Lemaire, Maxime Boivin, Bruce Macvicar, Thomas Buffin-Belanger, Kristell Michel, V. Ruiz-Villanueva, M. Stoffel & Laure Tougne (2014). "Assessment of wood mobility and wood budgeting using field measures, remote sensing techniques and experimentations: examples and challenging issues". XII International Association of Engineering Geology (IAEG) Congress. Session: Dynamics of Large wood in river basins, 19 septembre 2014, Turin (Italy). HAL : halshs-01358860.
•  Sonia Yousfi, Sid-Ahmed Berrani & Christophe Garcia (2014). "Arabic text detection in videos using neural and boosting-based approaches: Application to video indexing". International Conference on Image Processing (ICIP), 27 octobre 2014, Paris (France). HAL : hal-01584915.
•  Rim Walha, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Mohamed Adel Alimi (2014). "Histogram of Structure Tensors: Application to Pattern Clustering". International Conference on Computer Graphics, Visualization and Computer Vision 2014 (WSCG 2014), 2 juin 2014, Pizen (Czech Republic). HAL : hal-01584905.
•  Rim Walha, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Mohamed Adel Alimi (2014). "A Sparse Coding based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images". 14th International Conference on Frontiers in Handwriting Recognition (ICFHR-2014), 1 septembre 2014, Crete (Greece). doi : 10.1109/ICFHR.2014.122. HAL : hal-01584904.
•  Christine Largeron, Peng Wang, Véronique Eglin & Christophe Garcia (2014). "Handwritten Word Spotting Based on A Hybrid Optimal Distance". International Conference on Image Processing (ICIP 2014), 30 octobre 2014, Paris (France), xxx. HAL : ujm-01017645.
•  Christine Largeron, Véronique Eglin, Christophe Garcia & Peng Wang (2014). "A Coarse-to-Fine Word Spotting Approach for Historical Handwritten Documents Based on Graph Embedding and Graph Edit Distance". International Conference on Pattern Recognition (ICPR 2014), 28 juillet 2014, Stockholm (Sweden), xx. HAL : ujm-01017646.
•  Christine Largeron, Véronique Eglin, Christophe Garcia, Peng Wang, Llados J. & Fornes A. (2014). "A novel learning-free word spotting approach based on graph representation". 11th IAPR workshop on Document Analysis System (DAS 2014), 10 juillet 2014, Tours (France), xx. HAL : ujm-01017651.
•  Yann Leydier, Véronique Eglin, Stéphane Bres & Dominique Stutzmann (2014). "Learning-free text-image alignment for medieval manuscripts". ICFHR, 1 septembre 2014, Crêtes (Greece). doi : 10.1109/ICFHR.2014.67. HAL : hal-01535444.
•  Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia & M. Alimi Adel (2014). "Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution". 22nd International Conference on Pattern Recognition (ICPR), 28 août 2014, Stockholm (Sweden), pp. 4459-4464. doi : 10.1109/ICPR.2014.763. HAL : hal-01574556.
•  Claire D'agostino, Alexandre Saidi, Gilles Scouarnec & Liming Chen (2014). "Rational truck driving and its correlated driving features in extra-urban areas". 2014 IEEE Intelligent Vehicles Symposium (IV), 11 juin 2014, Lyon (France), pp. 1199-1204. doi : 10.1109/IVS.2014.6856440. HAL : hal-02070141.
•  Ying Lu, Liming Chen, Alexandre Saidi, Zhaoxiang Zhang & Yunhong Wang (2014). "Learning visual categories through a sparse representation classifier based cross-category knowledge transfer". 2014 IEEE International Conference on Image Processing (ICIP), 30 octobre 2014, Paris (France), pp. 165-169. doi : 10.1109/ICIP.2014.7025032. HAL : hal-02070162.
•  Baptiste Chu, Sami Romdhani & Liming Chen (2014). "3D-Aided Face Recognition from Videos". 2014 5th IEEE European Workshop on Visual Information Processing (EUVIP), 10 décembre 2014, Paris (France), pp. 1-6. HAL : hal-01313196.
•  Yoann Baveye, Christel Chamaret, Emmanuel Dellandréa & Liming Chen (2014). "A Protocol for Cross-Validating Large Crowdsourced Data: The Case of the LIRIS-ACCEDE Affective Video Dataset". CrowdMM '14 Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 3 novembre 2014, Orlando (United States of America), pp. 3-8. doi : 10.1145/2660114.2660115. HAL : hal-01313188.
•  Taygun Kekec, Rémi Emonet, Elisa Fromont, Alain Trémeau & Christian Wolf (2014). "Contextually Constrained Deep Networks for Scene Labeling". British Machine Vision Conference, 2014, 5 septembre 2014, Nottingham (United Kingdom), to be published. HAL : hal-01020539. .
•  Natalia Neverova, Christian Wolf, Graham W. Taylor & Florian Nebout (2014). "Multi-scale deep learning for gesture detection and localization". ECCV Workshop on Looking at People, 1 octobre 2014, Zürich (Switzerland). HAL : hal-01419792.
•  Natalia Neverova, Christian Wolf, Graham W. Taylor & Florian Nebout (2014). "Hand segmentation with structured convolutional learning". ACCV, 1 janvier 2014, Singapour (Singapore). HAL : hal-01419789.
•  Aurélie Leborgne, Julien Mille & Laure Tougne (2014). "Extracting Noise-resistant Skeleton on Digital Shapes for Graph Matching". 10th International Symposium, ISVC 2014, 10 décembre 2014, Las Vegas (United States of America). doi : 10.1007/978-3-319-14249-4_28. HAL : hal-01283905.
•  Stéphane Derrode & Wojciech Pieczynski (2014). "Fast filter in non-linear systems with application to stochastic volatility model". EUSIPCO 2014 : 22nd European Signal Processing Conference, 5 septembre 2014, Lisbon (Portugal), pp. 2410-2414. HAL : hal-01262462.
•  Matej Kristan, Roman Pflugfelder, Ales Leonardis, Jiri Matas, Luka Cehovin, Georg Nebehay, Tomas Vojir, Gustavo Fernández, Alan Lukezic et al. (2014). "The Visual Object Tracking VOT2014 challenge results". Computer Vision - ECCV 2014 -Workshop on Visual Object Tracking Challenge (VOT2014), 6 septembre 2014, Zurich (Switzerland), pp. 1-27. doi : 10.1007/978-3-319-16181-5_14. HAL : hal-01301090. .
•  Alaeddine Mihoub, Gérard Bailly & Christian Wolf (2014). "Modeling Perception-Action Loops: Comparing Sequential Models with Frame-Based Classifiers". HAI 2014 - 2nd International Conference on Human-Agent Interaction, 31 octobre 2014, Tsukuba (Japan), pp. 309-314. HAL : hal-01061454. .
•  Simon Gay, Olivier Georgeon & Christian Wolf (2014). "Autonomous object modeling based on affordances for spatial organization of behavior". International joint conference on development and learning and on epigenetic robotics, 13 octobre 2014, Gênes (Italy), pp. 94-99. HAL : hal-01301081.
•  Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre & Christophe Garcia (2014). "3D gesture classification with convolutional neural networks". International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 9 mai 2014, Florence (Italy), pp. 5432-5436. doi : 10.1109/ICASSP.2014.6854641. HAL : hal-01180542. .
•  Julien Mille, Sébastien Bougleux & Laurent D. Cohen (2014). "Combination of piecewise-geodesic curves for interactive image segmentation". 8th international Conference on Curves and Surfaces, 18 juin 2014, paris (France). HAL : hal-01100406. .
•  Stefan Duffner & Christophe Garcia (2014). "Exploiting contextual motion cues for visual object tracking". Workshop on Visual Object Tracking Challenge (VOT2014) - ECCV, 6 septembre 2014, Zurich (Switzerland), pp. 1-12. HAL : hal-01301089.
•  Laurent D. Cohen, Julien Mille & Sébastien Bougleux (2014). "Minimally Overlapping Combination of Geodesic Paths for Interactive Segmentation". Research Workshop on Shape and Image Modeling and Analysis (SIMA), 28 mai 2014, Ein-Gedi (Israel). HAL : hal-01100416.
• National conferences with peer review (6)
•  Christine Largeron, Fornes A., Véronique Eglin, Christophe Garcia, Llados J. & Peng Wang (2014). "Représentation par graphe de mots manuscrits dans les images pour la recherche par similarité". Colloque International Francophone sur l'Écrit et le Document, 21 mars 2014, Nancy (France). HAL : ujm-01017658.
•  Alaeddine Mihoub, Gérard Bailly & Christian Wolf (2014). "Modeling sensory-motor behaviors for social robots". WACAI 2014 - Workshop Affect, Compagnon Artificiel, Interaction, 1 juillet 2014, Rouen (France). HAL : hal-01527421.
•  Matthieu Rogez, Lionel Robinault & Laure Tougne (2014). "Un système de suivi multi-objets utilisant une stratégie d'association en trois passes adapté à la vidéosurveillance". Compression et Représentation des Signaux Audiovisuels (CORESA), 26 novembre 2014, Reims (France), pp. 145-154. HAL : hal-01301101.
•  Aurélie Leborgne, Julien Mille & Laure Tougne (2014). "Squelette Euclidien Discret Connecté (DECS) résistant au bruit pour l'appariement de formes basé graphes". CORESA 2014, 28 novembre 2014, Reims (France). HAL : hal-01283912.
•  Ahn Khoi Ngo Ho, Nicolas Ragot, Veronique Eglin & Jean-Yves Ramel (2014). "Multi One-Class Incremental SVM for both stationary and non-stationary environment". 16ème Conférence d’Aprentissage automatique (Cap’2014), 8 juillet 2014, Saint-Etienne (France). HAL : hal-01084502.
•  Taygun Kekec, Rémi Emonet, Elisa Fromont, Alain Trémeau & Christian Wolf (2014). "Prise en Compte du Contexte pour Contraindre les Réseaux Profonds: Application à l'Étiquetage de Scènes". Conférence d'Apprentissage, CAP 2014, Saint-Etienne, 10 juillet 2014, Saint-Etienne (France), to be published. HAL : hal-01011948.
• Other conferences (3)
•  Manuel Grand-Brochier, Antoine Vacavant, Robin Strand, Guillaume Cerutti & Laure Tougne (2014). "About the Impact of Pre-processing Tools on Segmentation Methods, Applied for Tree Leaves Extraction". 9th International Conference on Computer Vision Theory and Applications (VISAPP), 5 janvier 2014, Lisbon (Portugal), pp. 1-10. HAL : hal-01270783.
•  Baptiste Chu, Sami Romdhani & Liming Chen (2014). "3D-aided face recognition robust to expression and pose variations". 27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 24 juin 2014, Columbus, Ohio (United States of America), pp. 1-8. HAL : hal-01271809.
•  Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau et al. (2014). "IRIM at TRECVID 2014: Semantic Indexing and Instance Search". Proceedings of TRECVID, 12 novembre 2014, Orlando (United States of America). HAL : hal-01132491. .
• HDR, thesis (3)
• HDR (1)
•  Véronique Eglin (2014). "Contributions à l’analyse multi-échelle des formes et des textures dans les images de documents structurés et d’écriture". HAL : hal-01470122.
• Thesis (2)
•  Yu Zhang (2014). "Contribution à la détection de concepts sur des images utilisant des descripteurs visuels et textuels". HAL : tel-01078342. .
•  Boyang Gao (2014). "Contributions to music semantic analysis and its acceleration techniques". HAL : tel-01170652. .
• Book edition (books, chapters, seminars, congress, special numbers) (2)
•  Gregoire Lefebvre, Samuel Berlemont, Franck Mamalet & Christophe Garcia (2014). "Inertial Gesture Recognition with BLSTM-RNN". Artificial Neural Networks, Springer, Springer International Publishing, pp. 393-410. doi : 10.1007/978-3-319-09903-3_19. HAL : hal-01313174.
•  Ningning Liu, Emmanuel Dellandréa, Bruno Tellez & Liming Chen (2014). "A Selective Weighted Late Fusion for Visual Concept Recognition". Fusion in Computer Vision, B. Ionescu et al., Springer, pp. 1-28. doi : 10.1007/978-3-319-05696-8_1. HAL : hal-01301049.
• Others (4)
•  Wei Chen, Mohsen Ardabilian, Hassan Zahouani & Abdelmalek Zine (2014). "Skin Color Models and Their Applications in Demographic Classifications". 5th Centrale-Beihang Workshop, 19 mai 2014, Pékin (China). Poster. HAL : hal-01313184.
•  Pierre Lemaire, Hervé Piégay, Bruce Macvicar, Christine Mouquet-Noppe & Laure Tougne (2014). "EP53D-3695 Automatically monitoring driftwood in large rivers: prelimenary results". AGU 2014 Fall Meeting. Session: River-Floodplain Connectivity: Interactions among Riparian Vegetation, Fluvial Wood, Stream Morphodynamics, and Biochemical Cycles, 19 décembre 2014, San Francisco (United States of America). Poster. HAL : halshs-01341771.
•  Sonia Yousfi, Sid-Ahmed Berrani & Christophe Garcia (2014). "Boosting-based approaches for Arabic text detection in news videos". The 11th IAPR International Workshop on Document Analysis Systems (DAS'14), 4 avril 2014, Tours (France). Poster. HAL : hal-01584898.
•  Wei Chen, Mohsen Ardabilian, Hassan Zahouani & Abdelmalek Zine (2014). "Introduction of classification Techniques and Skin Color Models". Programme de la journée recherche Ecole Centrale Pékin, 18 juin 2014, Ecully (France). Poster. HAL : hal-01593583.
• 2013 (60)
• Journals (11)
• International journals with peer review (11)
•  Kai Wang, Charles-Edmond Bichot, Chao Zhu & Bailin Li (2013). "Pixel to Patch Sampling Structure and Local Neighboring Intensity Relationship Patterns for Texture Classification". IEEE Signal Processing Letters, vol. 20, pp. 853-856. doi : 10.1109/LSP.2013.2270405. HAL : hal-01339227.
•  Djamel Gaceb, Véronique Eglin & Frank Le Bourgeois (2013). "A New Mixed Binarization Method Used in A Real Time Application of Automatic Business Document and Postal Mail Sorting". IAJIT, vol. 2, pp. 179-188. HAL : hal-01339209.
•  Peijiang Liu, Yunhong Wang, Di Huang, Zhaoxiang Zhang & Liming Chen (2013). "Learning the Spherical Harmonic Features for 3-D Face Recognition". IEEE Transactions on Image Processing, vol. 22, pp. 914-925. doi : 10.1109/TIP.2012.2222897. HAL : hal-01351702. .
•  Huibin Li, Wei Zeng, Jean-Marie Morvan, Liming Chen & David Gu (2013). "Surface Meshing with Curvature Convergence". IEEE Transactions on Visualization and Computer Graphics, pp. 919-934. doi : 10.1109/TVCG.2013.253. HAL : hal-01351708. .
•  Petr Motlicek, Stefan Duffner, Danil Korchagin, Hervé Bourlard, Carl Scheffler, Jean-Marc Odobez, Giovanni Del Galdo, Markus Kallinger & Oliver Thiergart (2013). "Real-Time Audio-Visual Analysis for Multiperson Videoconferencing". Advances in Multimedia, vol. 2013, 175745:1-175745:21. doi : 10.1155/2013/175745. HAL : hal-01339256. .
•  Mokhtar Taffar, Serge Miguet & Mohammed Benmohammed (2013). "Viewpoint Invariant Model for Face Detection". International Journal of Computational Vision and Robotics, vol. 3, pp. 182-196. doi : 10.1504/IJCVR.2013.056039. HAL : hal-01339154.
•  Mokhtar Taffar, Serge Miguet & Mohammed Benmohammed (2013). "Viewpoint Invariant Gender Recognition". International Journal of Applied Pattern Recognition, vol. 1, pp. 47-60. doi : 10.1504/IJAPR.2013.052341. HAL : hal-01339133.
•  Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant & Didier Coquin (2013). "Understanding Leaves in Natural Images - A Model-Based Approach for Tree Species Identification". Computer Vision and Image Understanding, vol. 117, #10, pp. 1482-1501. doi : 10.1016/j.cviu.2013.07.003. HAL : hal-00872878. .
•  Xi Zhao, Emmanuel Dellandréa, Jianhua Zou & Liming Chen (2013). "A Unified Probabilistic Framework for Automatic 3D Facial Expression Analysis based on a Bayesian Belief Inference and Statistical Feature Models". Image and Vision Computing, vol. 31, pp. 231-245. doi : 10.1016/j.imavis.2012.10.001. HAL : hal-01339135.
•  Ningning Liu, Emmanuel Dellandréa, Liming Chen, Chao Zhu, Yu Zhang, Charles-Edmond Bichot, Stéphane Bres & Bruno Tellez (2013). "Multimodal Recognition of Visual Concepts using Histograms of Textual Concepts and Selective Weighted Late Fusion Scheme". Computer Vision and Image Understanding, vol. 117, pp. 493-512. doi : 10.1016/j.cviu.2012.10.009. HAL : hal-01339139. .
•  Chao Zhu, Charles-Edmond Bichot & Liming Chen (2013). "Image region description using orthogonal combination of local binary patterns enhanced with color information". Pattern Recognition, vol. 46, pp. 1949-1963. doi : 10.1016/j.patcog.2013.01.003. HAL : hal-01339149.
• Conferences (46)
• International conferences with peer review (44)
•  Frank Le Bourgeois, Fadoua Drira, Djamel Gaceb & Jean Duong (2013). "Fast Integral MeanShift : Application to Color Segmentation of Document Images". Twelfth International Conference on Document Analysis and Recognition (ICDAR 2013), 25 août 2013, Washington, USA (United States of America), pp. 52-56. HAL : hal-01339208.
•  Loreta Suta, Mihaela Scuturici, Vasile-Marian Scuturici & Serge Miguet (2013). "PaTHOS: Part-based Tree Hierarchy for Object Segmentation". International Conference on Computer Analysis of Images and Patterns (CAIP), 27 août 2013, York (United Kingdom), pp. 393-400. HAL : hal-01339200.
•  Yoann Baveye, Jean-Noël Bettinelli, Emmanuel Dellandréa, Liming Chen & Christel Chamaret (2013). "A Large Video Database for Computational Models of Induced Emotion". 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), 2 septembre 2013, Geneva (Switzerland), pp. 13-18. doi : 10.1109/ACII.2013.9. HAL : hal-01339226.
•  Yuxing Tang, Charles-Edmond Bichot & Chao Zhu (2013). "Fan-shaped Patch Local Binary Patterns for Texture Classification". International Workshop on Content-Based Multimedia Indexing (CBMI), 17 juin 2013, Veszprém (Hungary), pp. 115-120. doi : 10.1109/CBMI.2013.6576566. HAL : hal-01339228.
•  Olivier L. Georgeon, Christian Wolf & Simon Gay (2013). "An Enactive Approach to Autonomous Agent and Robot Learning". Joint International Conference on Development and Learning and on Epigenetic Robotics, 18 août 2013, Osaka (Japan), pp. 1-6. doi : 10.1109/DevLrn.2013.6652527. HAL : hal-01339220. .
•  Rim Walha, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Mohamed Adel Alimi (2013). "Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding". International Conference on Image Analysis and Processing (ICIAP 2013), 9 septembre 2013, Naples (Italy), pp. 439-448. doi : 10.1007/978-3-642-41184-7_45. HAL : hal-01339214.
•  Djamel Gaceb, Frank Le Bourgeois & Jean Duong (2013). "Adaptative Smart-Binarization Method for Images of Business Documents". Twelfth International Conference on Document Analysis and Recognition (ICDAR 2013), 25 août 2013, Washington, USA (United States of America), pp. 118-122. HAL : hal-01339207.
•  Ikram Moalla, Frank Le Bourgeois & Mohamed Adel Alimi (2013). "Generalized Eigen Cooccurrence : Application to Palaeography". International Conference On Document Analysis and Recognition (ICDAR13), 25 août 2013, Washington DC (United States of America), pp. 555-559. HAL : hal-01339215.
•  Oya Celiktutan, Akgül Ceyhun Burak, Christian Wolf & Bülent Sankur (2013). "Graph-Based Analysis of Physical Exercise Actions". ACM Multimedia Workshop on Multimedia Indexing and Information Retrieval for Healthcare, 22 octobre 2013, Barcelona (Spain), pp. 23-32. HAL : hal-01339245.
•  Yu Zhang, Stéphane Bres & Liming Chen (2013). "Visual Concept Detection and Annotation via Multiple Kernel Learning of multiple models". The International Conference on Image Analysis and Processing (ICIAP 2013), 9 septembre 2013, Naples (Italy), pp. 581-590. doi : 10.1007/978-3-642-41184-7_59. HAL : hal-01339303.
•  Yu Zhang, Chao Zhu, Stéphane Bres & Liming Chen (2013). "Encoding Local Binary Descriptors by Bag-of-Features with Hamming Distance for Visual Object Categorization". Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, 24 mars 2013, Moscow (Russian Federation), pp. 630-641. HAL : hal-01339304.
•  Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet & Christophe Garcia (2013). "BLSTM-RNN based 3D Gesture Classification". Artificial Neural Networks and Machine Learning, ICANN 2013, 23rd International Conference on Artificial Neural Networks, 13 septembre 2013, Sofia (Bulgaria). HAL : hal-01224806. .
•  Xi Zhao, Wuming Zhang, Evangelopoulos G., Di Huang, Shah S.k., Yunhong Wang, Ioannis A. Kakadiaris & Liming Chen (2013). "Benchmarking asymmetric 3D-2D face recognition systems". Automatic Face and Gesture Recognition (FG), 2013 10th IEEE International Conference and Workshops on Biometrics Compendium, IEEE, 22 avril 2013, Shanghai (China), pp. 1-8. doi : 10.1109/FG.2013.6553819. HAL : hal-01339319.
•  Christine Largeron, Peng Wang, Véronique Eglin, Antony Mckenna & Christophe Garcia (2013). "A comprehensive representation model for handwriting dedicated to word spotting". International Conference on Document Analysis and Recognition (ICDAR), 28 août 2013, Washington (United States of America). HAL : ujm-00870693.
•  Grégoire Lefebvre & Christophe Garcia (2013). "Learning a bag of features based nonlinear metric for facial similarity". Advanced Video and Signal Based Surveillance (AVSS), 2013 10th IEEE International Conference on, 30 août 2013, Krakow (Poland). doi : 10.1109/AVSS.2013.6636646. HAL : hal-01218768. .
•  Yuyao Zhang, Younes Houari Benhamza, Khalid Idrissi & Christophe Garcia (2013). "Incremental Principal Component Analysis-based Sparse Representation for Face Pose Classification". International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS 2013), 28 octobre 2013, Poznan (Poland), pp. 620-631. doi : 10.1007/978-3-319-02895-8_56. HAL : hal-01351703.
•  Yuyao Zhang, Khalid Idrissi & Christophe Garcia (2013). "A Dictionary-Learning Sparse Representation Framework for Pose Classification". IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2013), 22 septembre 2013, Southampton (United Kingdom), pp. 1-6. doi : 10.1109/MLSP.2013.6661971. HAL : hal-01339254.
•  Natalia Neverova, Christian Wolf, Giulio Paci, Giacomo Sommavilla, Graham W. Taylor & Florian Nebout (2013). "A multi-scale approach to gesture detection and recognition". ICCV Workshop on Understanding Human Activities: Context and Interactions (HACI 2013), 8 décembre 2013, Sydney (Australia), pp. 484-491. doi : 10.1109/ICCVW.2013.69. HAL : hal-01339262.
•  Boyang Gao, Emmanuel Dellandréa & Liming Chen (2013). "SPARSE MUSIC DECOMPOSITION ONTO A MIDI DICTIONARY DRIVEN BY STATISTICAL MUSIC KNOWLEDGE". International Society for Music Information Retrieval Conference (ISMIR), 4 novembre 2013, Curitiba (Brazil), pp. 445-450. HAL : hal-01339270.
•  Yu Zhang, Stéphane Bres & Liming Chen (2013). "Sampled Multi-scale Color Local Binary Patterns". 8th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP 2013), 21 février 2013, Barcelona (Spain), pp. 303-308. HAL : hal-01351709.
•  Christine Largeron, Véronique Eglin, Christophe Garcia, Antony Mckenna & Peng Wang (2013). "Exploring Interest Points and local description for Word Spotting Application on Historical Handwriting images". International Conference on Computer Analysis on Images and Patterns, CAIP 2013, 29 août 2013, york (United Kingdom), pp. 408-415. HAL : ujm-00870695.
•  Christophe Garcia (2013). "Deep Learning for Low Resolution Face Analysis". International Workshop on Low Resolution Face Analysis (LRFA 2013), 27 août 2013, Krakow (Poland), 1 -6. HAL : hal-01339251.
•  Xiaofang Wang, Chao Zhu, Charles-Edmond Bichot & Simon Masnou (2013). "Graph-based Image Segmentation Using Weighted Color Patch". IEEE International Conference on Image Processing (ICIP), Melbourne (Australia), pp. 4064-4068. HAL : hal-00833305. .
•  Stefan Duffner & Christophe Garcia (2013). "Unsupervised Online Learning of Visual Focus of Attention". 10-th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2013), 27 août 2013, Krakow (Poland), pp. 25-30. HAL : hal-00976391. .
•  Xiaofang Wang, Huibin Li, Charles-Edmond Bichot, Simon Masnou & Liming Chen (2013). "A graph-cut approach to image segmentation using an affinity graph based on l0−sparse representation of features". IEEE International Conference on Image Processing, Melbourne (Australia), pp. 4019-4023. HAL : hal-00833278. .
•  Claire D'agostino, Alexandre Saidi, Gilles Scouarnec & Liming Chen (2013). "Learning-based driving events classification". 2013 16th International IEEE Conference on Intelligent Transportation Systems - (ITSC 2013), 9 octobre 2013, The Hague (France), pp. 1778-1783. doi : 10.1109/ITSC.2013.6728486. HAL : hal-02070155.
•  Ahn Khoi Ngo Ho, Nicolas Ragot, Jean-Yves Ramel, Véronique Eglin & Nicolas Sidère (2013). "Document Classification in a non-stationary environment: A One-Class SVM Approach". 12th International Conference on Document Analysis and Recognition, 28 août 2013, Washington DC (United States of America), pp. 616-620. HAL : hal-01027456.
•  Isabelle Bloch, Alain Bretto & Aurélie Leborgne (2013). "Similarity between Hypergraphs Based on Mathematical Morphology". 11th International Symposium, ISMM 2013, 29 mai 2013, Uppsala (Sweden). doi : 10.1007/978-3-642-38294-9_1. HAL : hal-01283941.
•  Stefan Duffner & Christophe Garcia (2013). "PixelTrack: a fast adaptive algorithm for tracking non-rigid objects". International Conference on Computer Vision (ICCV 2013), 1 décembre 2013, Sydney (Australia), pp. 2480-2487. HAL : hal-00976387. .
•  Julien Mille, Sébastien Bougleux & Laurent D. Cohen (2013). "Combination of paths for interactive segmentation". BMVC 2013, 13 septembre 2013, Bristol (United Kingdom), p. 144. HAL : hal-00906304. .
•  Betül Aydin, Jérôme Gensel, Philippe Genoud, Sylvie Calabretto & Bruno Tellez (2013). "An Architecture for Surroundings Discovery by Linking 3D Models and LOD Cloud". Workshop ACM SIGSPATIAL MobiGIS 2013, 8 novembre 2013, Orlando (FL) (United States of America), pp. 9-16. HAL : hal-00955987.
•  Betül Aydin, Jérôme Gensel, Philippe Genoud, Sylvie Calabretto & Bruno Tellez (2013). "Extending Augmented Reality Mobile Application with Structured Knowledge from the LOD Cloud". 3rd International Workshop on Information Management in Mobile Applications (IMMoA), VLDB 2013, Riva del Garda, Trento (Italy), pp. 21-27. HAL : hal-00956003.
•  Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant & Didier Coquin (2013). "A Model-Based Approach for Compound Leaves Understanding and Identification". International Conference on Image Processing (ICIP), 18 septembre 2013, Melbourne (Australia), pp. 1471-1475. HAL : hal-00872889. .
•  Guillaume Cerutti, Laure Tougne, Didier Coquin & Antoine Vacavant (2013). "Curvature-Scale-based Contour Understanding for Leaf Margin Shape Recognition and Species Identification". International Conference on Computer Vision Theory and Applications (VISAPP), 24 février 2013, Barcelona (Spain), pp. 277-284. HAL : hal-00872870. .
•  Pierre Lemaire, Liming Chen, Mohsen Ardabilian & Mohamed Daoudi (2013). "Fully Automatic 3D Facial Expression Recognition using Differential Mean Curvature Maps and Histograms of Oriented Gradients". Workshop 3D Face Biometrics, IEEE Automatic Facial and Gesture Recognition, 26 avril 2013, Shanghai (China), p. 1. HAL : hal-00823903. .
•  Matthieu Rogez, Laure Tougne & Lionel Robinault (2013). "A Prior-Knowledge Based Casted Shadows Prediction Model Featuring OpenStreetMap Data". VISAPP, 5 janvier 2013, Barcelone (Spain), pp. 602-607. HAL : hal-01339145.
•  Ikram Moalla, Frank Le Bourgeois & Mohamed Adel Alimi (2013). "Classification of Medieval Writings by New Statistical Measures". International Graphonomics Society, 13 juin 2013, Nara (Japan). HAL : hal-01593350.
•  Di Huang, Chao Zhu, Charles-Edmond Bichot, Yunhong Wang & Liming Chen (2013). "HSOG: A Novel Local Descriptor based on Histograms of Second Order Gradients for Object Categorization". ACM International Conference on Multimedia Retrieval (ICMR), 16 avril 2013, Dallas (United States of America), pp. 199-206. doi : 10.1145/2461466.2461500. HAL : hal-01339158.
•  Rim Walha, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Mohamed Adel Alimi (2013). "Multiple Learned Dictionaries based Clustered Sparse Coding for the Super-Resolution of Signle Text Image". International Conference on Document Analysis and Recognition (ICDAR 2013), 25 août 2013, Washington (United States of America), pp. 234-240. doi : 10.1109/ICDAR.2013.103. HAL : hal-01339188.
•  Kannikar Intawong, Mihaela Scuturici & Serge Miguet (2013). "A new pixel-based quality measure for segmentation algorithms integrating precision, recall and specificity". International Conference on Computer Analysis of Images and Patterns (CAIP), 27 août 2013, York (United Kingdom), pp. 188-195. HAL : hal-01339199.
•  Julien Martel, Toru Nakashika, Christophe Garcia & Khalid Idrissi (2013). "A Combination of Hand-crafted and Hierarchical High-level Learnt Feature Extraction for Music Genre Classification". International Conference on Artificial Neural Networks (ICANN 2013), 10 septembre 2013, Sofia (Bulgaria), pp. 397-404. doi : 10.1007/978-3-642-40728-4_50. HAL : hal-01339196.
•  Dongming Chen, Mohsen Ardabilian & Liming Chen (2013). "A Novel Trilateral Filter based Adaptive Support Weight Method for Stereo Matching". British Machine Vision Conference (BMVC), 9 septembre 2013, Bristol, UK (United Kingdom). HAL : hal-01542692.
•  Mingyuan Jiu, Christian Wolf & Atilla Baskurt (2013). "Integrating spatial layout of object parts into classification without pairwise terms: application to fast body parts estimation from depth images". VISAPP, 21 février 2013, Barcelona (Spain), pp. 626-631. HAL : hal-01339138.
•  Dongming Chen, Mohsen Ardabilian, Xiaofang Wang & Liming Chen (2013). "An improved non-local cost aggregation method for stereo matching based on color and boundary cue". IEEE International Conference on Multimedia and Expo (ICME), 15 juillet 2013, San Jose, California, USA (United States of America). HAL : hal-01542693.
• National conferences with peer review (1)
•  Baptiste Chu, Sami Romdhani & Liming Chen (2013). "Applications of 3D morphable models for faces with expressions". COmpression et REprésentation des Signaux Audiovisuels, 28 novembre 2013, Le Creusot (France), pp. 1-6. HAL : hal-01339307.
• Other conferences (1)
•  Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, Miriam Redi, Bernard Merialdo, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau et al. (2013). "IRIM at TRECVID 2013: Semantic Indexing and Instance Search". Proc. TRECVID Workshop, Gaithersburg, MD (United States of America). HAL : hal-00953092. .
• HDR, thesis (1)
• Thesis (1)
•  Huibin Li (2013). "Towards three-dimensional face recognition in the real". HAL : tel-00998798. .
• Book edition (books, chapters, seminars, congress, special numbers) (2)
•  Michel Beigbeder & Véronique Eglin (2013). "Document numérique : Le document, de l'image aux mots RSTI série DN Volume 16 N° 2". Hermes Science. HAL : emse-00989602.
•  Alaeddine Mihoub, Gérard Bailly & Christian Wolf (2013). "Social behavior modeling based on Incremental Discrete Hidden Markov Models". Human Behavior Understanding. 4th International Workshop, HBU 2013, Barcelona, Spain, October 22, 2013. Proceedings, Springer International Publishing, pp. 172-183. doi : 10.1007/978-3-319-02714-2_15. HAL : hal-00851903. .
• 2012 (63)
• Journals (8)
• International journals with peer review (8)
•  Imtiaz Ali, Julien Mille & Laure Tougne (2012). "Space-time spectral model for object detection in dynamic textured background". Pattern Recognition Letters, vol. 33, pp. 1710-1716. HAL : hal-01353023.
•  Yi Ji & Khalid Idrissi (2012). "Automatic facial expression recognition based on spatiotemporal descriptors". Pattern Recognition Letters, vol. 33, pp. 1373-1380. doi : 10.1016/j.patrec.2012.03.006. HAL : hal-01352988.
•  Asma Ouji, Yann Leydier & Frank Le Bourgeois (2012). "A hierarchical and scalable model for contemporary document image segmentation". Pattern Analysis and Applications, pp. 679-693. doi : 10.1007/s10044-012-0282-x. HAL : hal-01353045.
•  Karima Ouji, Mohsen Ardabilian, Liming Chen & Faouzi Ghorbel (2012). "3D Deformable Super-Resolution For Multi-Camera 3D Face Scanning". International Journal of Mathematical Imaging and Vision(JMIV), pp. 124-137. doi : 10.1007/s10851-012-0399-y. HAL : hal-01353094.
•  Vincent Vidal, Christian Wolf & Florent Dupont (2012). "Combinatorial Mesh Optimization". The Visual Computer, vol. 28, #5, pp. 511-525. doi : 10.1007/s00371-011-0649-9. HAL : hal-00796792. .
•  Mingyuan Jiu, Christian Wolf, Christophe Garcia & Atilla Baskurt (2012). "Supervised learning and codebook optimization for bag of words models". Cognitive Computation, vol. 4, pp. 409-419. doi : 10.1007/s12559-012-9137-4. HAL : hal-01352965.