The Imagine team at LIRIS specializes in computer vision, learning and pattern recognition. It brings together 23 permanent members (one CNRS researcher, 12 Associate Professors, 9 Professors and one CNRS senior researcher) from the CNRS, École Centrale de Lyon, INSA Lyon, Université Claude Bernard Lyon 1 and Université Lumière Lyon 2. In 2024, it also counted among its members 2 Assistant Professors, 33 doctoral students and 6 post-doctoral fellows.

The various research activities carried out in 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 human people, objects and scenes in 2D and 3D (natural or urban scenes, aerial and satellite images, faces, etc.), image sequences and video streams, as well as digitized documents (maps, written and printed texts, scores and symbols, etc.). The notion of visual object, in the broad sense, thus constitutes a common denominator of our research.

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

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

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

Publications LIRIS pour l'équipe Extraction de Caractéristiques et Identification (Imagine) (1043)

• 2025 (4)
• Journals (2)
• International journals with peer review (2)
•  Abir Affane, Mohamed Chetoui, Jonas Lamy, Guillaume Lienemann, Raphaël Peron, Pierre Beaurepaire, Guillaume Dollé, Marie-Ange Lèbre, Benoît Magnin et al. (2025). "The R-Vessel-X Project". Innovation and Research in BioMedical engineering, vol. 46, #1, p. 100876. doi : 10.1016/j.irbm.2025.100876. HAL : hal-04884983. .
•  Tetiana Yemelianenko, Iuliia Tkachenko, Tess Masclef, Mihaela Scuturici & Serge Miguet (2025). "Artwork recommendations guided by foundation models: survey and novel approach". Multimedia Tools and Applications. HAL : hal-04829842.
• Conferences (2)
• International conferences with peer review (2)
•  Cédric Boscher, Christine Largeron, Véronique Eglin & Elöd Egyed-Zsigmond (2025). "SENSE-LM : une synergie entre modèles de langage et représentations sensorimotrices pour la recherche de références olfactives et auditives dans des documents écrits". Extraction et Gestion des Connaissances, 27 janvier 2025, Strasbourg (France). HAL : hal-04813535.
•  Mathieu Cocheteux, Julien Moreau & Franck Davoine (2025). "Uncertainty-Aware Online Extrinsic Calibration: A Conformal Prediction Approach". Winter Conference on Applications of Computer Vision (WACV), 4 mars 2025, Tucson (United States of America). ArXiv : 2501.06878. HAL : hal-04881740. .
• 2024 (43)
• Journals (9)
• International journals with peer review (9)
•  Tatiana Fountoukidou, Iuliia Tkachenko, Benjamin Poli & Serge Miguet (2024). "Extensible Portal Frame Bridge Synthetic Dataset for Structural Semantic Segmentation". AI in Civil Engineering (AICE). doi : 10.1007/s43503-024-00041-7. HAL : hal-04826523. .
•  Bruno Michelot, Alexandra Corneyllie, Marc Thevenet, Stefan Duffner & Fabien Perrin (2024). "A modular machine learning tool for holistic and fine-grained behavioral analysis". Behavior Research Methods, vol. 57, #1, p. 24. doi : 10.3758/s13428-024-02511-3. HAL : hal-04870165.
•  Sofiane Medjram, Véronique Eglin & Stéphane Bres (2024). "Study's System: A Three-Stage System for Children Handwriting Recognition and Spelling Error Detection". Multimedia Tools and Applications. HAL : hal-04519952. .
•  Asma Kharrat, Fadoua Drira, Franck Lebourgeois & Bertrand Kerautret (2024). "Synergistic insights: Exploring continuous learning and explainable AI in handwritten digit recognition". Neurocomputing, vol. 601, p. 128217. doi : 10.1016/j.neucom.2024.128217. HAL : hal-04889972.
•  Thomas Mignot, François Ponchon, Alexandre Derville, Stefan Duffner & Christophe Garcia (2024). "An automatic inspection system for the detection of tire surface defects and their severity classification through a two-stage multimodal deep learning approach". Journal of Intelligent Manufacturing. doi : 10.1007/s10845-024-02378-3. HAL : hal-04870071. .
•  Alexis Litvine, A Starzec, Rehmana Younis, Yannick Faula, Mickaël Coustaty & Véronique Eglin (2024). "Built-up areas of nineteenth-century Britain. An integrated methodology for extracting high-resolution urban footprints from historical maps.". Historical Methods: A Journal of Quantitative and Interdisciplinary History. doi : 10.1080/01615440.2024.2324163. HAL : hal-04579654.
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2024). "On GNN explanability with activation patterns". Data Mining and Knowledge Discovery, vol. 38, #5, pp. 3227-3261. doi : 10.1007/S10618-022-00870-Z. HAL : hal-03367714. .
•  Matthis Manthe, Stefan Duffner & Carole Lartizien (2024). "Federated brain tumor segmentation: an extensive benchmark". Medical Image Analysis, vol. 97, p. 103270. doi : 10.1016/j.media.2024.103270. ArXiv : 2410.17265. HAL : hal-04719581. .
•  Zeineb Daoud, Amal Ben Hamida, Chokri Ben Amar & Serge Miguet (2024). "A one stream three-dimensional convolutional neural network for fire recognition based on spatio-temporal fire analysis". Evolving Systems. doi : 10.1007/s12530-024-09623-3. HAL : hal-04692970.
• Conferences (23)
• International conferences with peer review (21)
•  Tristan Alex-Garnier, Romain Guesdon, Laure Tougne-Rodet & Carlos Crispim-Junior (2024). "HopInAndAction: a benchmark for action recognition in the cockpit of a self-driving car driving outdoors". 2024 IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 16 juillet 2024, Niagara Falls, Ontario, Canada (France), pp. 1-7. doi : 10.1109/AVSS61716.2024.10672571. HAL : hal-04844333.
•  Chenao Jiang, Julien Moreau & Franck Davoine (2024). "Event-based Semantic-aided Motion Segmentation". International Conference on Computer Vision Theory and Applications (VISAPP 2024), 29 février 2024, Rome (Italy), pp. 159-171. HAL : hal-04355661. .
•  Guillaume Duret, Florence Zara, Jan Peters & Liming Chen (2024). "Toward synthetic data generation for robotic tactile manipulations". Workshop on "Robot Embodiment through Visuo-Tactile Perception" - 2024 IEEE International Conference on Robotics and Automation (ICRA) Conference Workshop, 17 mai 2024, Yokohama (Japan). HAL : hal-04566202.
•  Tetiana Yemelianenko, Iuliia Tkachenko, Tess Masclef, Mihaela Scuturici & Serge Miguet (2024). "An approach for dataset extension for object detection in artworks using open-vocabulary models". Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 4 octobre 2024, Milan (Italie) (Italy). HAL : hal-04820558. .
•  Ruochen Chen, Liming Chen & Shaifali Parashar (2024). "GAPS: Geometry-Aware, Physics-Based, Self-Supervised Neural Garment Draping". 3DV, 18 mars 2024, Davos (Suisse) (Switzerland). ArXiv : 2312.01490. HAL : hal-04372245. .
•  Steeven Janny, Madiha Nadri, Julie Digne & Christian Wolf (2024). "Space and time continuous physics simulation from partial observations". International Conference on Learning Representation, 11 mai 2024, Vienna (Austria). HAL : hal-04464153. .
•  Aymeric Erades, Pierre-Etienne Martin, Romain Vuillemot, Boris Mansencal, Renaud Péteri, Julien Morlier, Stefan Duffner & Jenny Benois-Pineau (2024). "SportsVideo: A Multimedia Dataset for Sports Event and Position Detection in Table Tennis and Swimming". MediaEval 2023 Workshop collocated with MMM 2024, 2 février 2024, Amsterdam (Netherlands). HAL : hal-04490839. .
•  Catherine Pothier, Estelle Neyrinck, Cécile Lasserre, Baptiste Rousset, Christophe Rigotti, Marie-Pierre Doin & Philippe Durand (2024). "Exploring an unsupervised data mining approach to extract aseismic slip events along the Izmit section of the North Anatolian Fault, based on FLATSIM time series". 6th Symposium on Measurement of Earth surface Deformations with Earth Observation (MDIS'24), Orléans (France), p. 2. HAL : hal-04808572. .
•  Mehdi Atamna, Iuliia Tkachenko & Serge Miguet (2024). "WaveConViT: Wavelet-Based Convolutional Vision Transformer for Cross-Manipulation Deepfake Video Detection". Proc. of MMforWILD 2024, 3rd Workshop on MultiMedia FORensics in the WILD, 5 décembre 2024, Kolkata (India). HAL : hal-04880119. .
•  Mathis Baubriaud, Stéphane Derrode, René Chalon & Kevin Kernn (2024). "Accelerating Indoor Construction Progress Monitoring with Synthetic Data-Powered Deep Learning". International Symposium on Automation and Robotics in Construction, 7 juin 2024, Lille (France), pp. 792-799. doi : 10.22260/ISARC2024/0103. HAL : hal-04588885. .
•  Pierre Marza, Laetitia Matignon, Olivier Simonin & Christian Wolf (2024). "Task-conditioned adaptation of visual features in multi-task policy learning". CVPR 2024 - IEEE/CVF Conference on Computer Vision and Pattern Recognition, 21 juin 2024, Seattle (United States of America), pp. 1-16. HAL : hal-04569375. .
•  Quentin Gallouédec, Edward Beeching, Clément Romac & Emmanuel Dellandréa (2024). "Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent". ARLET 2024 - Aligning Reinforcement Learning Experimentalists and Theorists (Workshop at the International Conference on Machine Learning), 26 juillet 2024, Vienne (Austria). ArXiv : 2402.09844. HAL : hal-04681845.
•  Bernardi Gwendal, David Strubel, Brisebarre Godefroy, Jean François Garin, Mohsen Ardabilian & Emmanuel Dellandréa (2024). "Image Fusion Survey: A Novel Taxonomy Integrating Transformer and Recent Approaches". ICPR 2024 Workshop on Multi- and Cross-Modal Information for Enhanced Pattern Recognition (MCMI), Calcuta (India). HAL : hal-04637094.
•  Mathieu Cocheteux, Julien Moreau & Franck Davoine (2024). "MULi-Ev: Maintaining Unperturbed LiDAR-Event Calibration". 7th CVPR Workshop on Autonomous Driving (WAD), 21 juin 2024, Seattle (USA) (United States of America). ArXiv : 2405.18021. HAL : hal-04591956. .
•  Issam Khedher, Jean-Marie Favreau, Serge Miguet & Gilles Gesquière (2024). "RGB2LST: Enhancing Deep Learning-Based Land Surface Temperature Estimation with Multi-Modality and Artifacts Removal". 32nd European signal processing conference, 30 août 2024, Lyon (France). doi : 10.23919/EUSIPCO63174.2024.10715154. HAL : hal-04622620. .
•  Guillaume Duret, Mahmoud Ali, Nicolas Cazin, Danylo Mazurak, Anna Samsonenko, Alexandre Chapin, Florence Zara, Emmanuel Dellandréa, Liming Chen & Jan Peters (2024). "FruitBin: a tunable large-scale dataset for advancing 6D pose estimation in fruit bin-picking automation". 9th International Workshop on Recovering 6D Object Pose (R6D), 29 septembre 2024, Milan (Italie) (France). HAL : hal-04683842. .
•  Rui Yang, Matthieu Grard, Emmanuel Dellandréa & Liming Chen (2024). "Imbalanced data robust online continual learning based on evolving class aware memory selection and built-in contrastive representation learning". IEEE International Conference on Image Processing (ICIP), Abou Dabi (United Arab Emirates). HAL : hal-04228888. .
•  Pierre Marza, Laetitia Matignon, Olivier Simonin, Dhruv Batra, Christian Wolf & Devendra Chaplot (2024). "AutoNeRF: Training Implicit Scene Representations with Autonomous Agents". IROS 2024 - International Conference on Intelligent Robots and Systems, 18 octobre 2024, Abu Dhabi (United Arab Emirates), pp. 1-8. HAL : hal-04688608. .
•  Aurélien Cecille, Stefan Duffner, Franck Davoine, Thibault Neveu & Rémi Agier (2024). "GroCo: Ground Constraint for Metric Self-Supervised Monocular Depth". European Conference on Computer Vision (ECCV), 4 octobre 2024, Milano (Italy). ArXiv : 2409.14850. HAL : hal-04704025. .
•  Juliana Da Silva, Stefan Duffner & Virginie Fresse (2024). "Heterogeneous SplitFed: Federated Learning with Trainable and Untrainable Clients". International Conference on Federated Learning Technologies and Applications (FLTA), Valence (Espagne) (Spain). HAL : hal-04712790. .
•  Cédric Boscher, Christine Largeron, Véronique Eglin & Elöd Egyed-Zsigmond (2024). "SENSE-LM : A Synergy between a Language Model and Sensorimotor Representations for Auditory and Olfactory Information Extraction". Findings of the Association for Computational Linguistics: EACL 2024, 22 mars 2024, San Ġiljan (Malta), pp. 1695-1711. HAL : hal-04509138.
• National conferences with peer review (1)
•  Rémi Decelle, Serge Miguet & Thibault Jaillon (2024). "Édition visuelle pilotée par l'audio à l'aide d'outils de synthèse vocale". CORESA 2024, 22 novembre 2024, Rennes (France). HAL : hal-04813375. .
• Invited conferences (1)
•  Bertrand Kerautret (2024). "Journée Reproductibilité en Sciences: table ronde". Journée Reproductibilité en Sciences, 4 avril 2024, Lyon (France). HAL : hal-04757444.
• HDR, thesis (5)
• Thesis (5)
•  Romain Guesdon (2024). "Estimation de poses humaines par apprentissage profond : application aux passagers des véhicules autonomes". HAL : tel-04620015. .
•  Assem Sadek (2024). "Building autonomous agents with hybrid navigation policies". HAL : tel-04571955. .
•  Quentin Gallouédec (2024). "Vers la généralisation de l’apprentissage par renforcement". HAL : tel-04549982. .
•  Pierre Marza (2024). "Learning spatial representations for single-task navigation and multi-task policies". HAL : tel-04846767. .
•  Romain Guesdon (2024). "Estimation de poses humaines par apprentissage profond : application aux passagers des véhicules autonomes". HAL : tel-04496865. .
• Book edition (books, chapters, seminars, congress, special numbers) (1)
•  Hervé Tronchère-Cottet, Corentin Martinez, Catherine Pothier & Stéphane Gaillot (2024). "Ancient maps, geotechnical and (geo)archaeological data: GIS integration for the understanding of archaeological sites and for decision making in rescue archaeology". Urban Geoarchaeology, Quentin Borderie and Ferréol Salomon, cnrseditions, pp. 241-258. HAL : hal-04843248.
• Reports (1)
• Research reports/tecnical reports (1)
•  Nicolas Méger, Tuan Nguyen, Christophe Rigotti, Catherine Pothier & Emmanuel Trouvé (2024). "Information gain-based selection of sequential patterns extracted from partial unimodal probabilistic bases of sequences". Research report, #2024-1. p. 85. URL: https://sites.google.com/view/cisp-prototype. HAL : hal-04472843. .
• Others (4)
•  Shengyi Huang, Quentin Gallouédec, Florian Felten, Antonin Raffin, Rousslan Fernand Julien Dossa, Yanxiao Zhao, Ryan Sullivan, Viktor Makoviychuk, Denys Makoviichuk et al. (2024). "Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning". ArXiv : 2402.03046. HAL : hal-04448360.
•  Asma Kharrat, Fadoua Drira, Franck Lebourgeois & Bertrand Kerautret (2024). "Advancements and Challenges in Continual Learning for Natural Language Processing: Insights and Future Prospects". doi : 10.5220/0012462400003636. HAL : hal-04803291.
•  Asma Kharrat, Fadoua Drira, Franck Lebourgeois & Christophe Garcia (2024). "Toward Digits Recognition Using Continual Learning". doi : 10.1109/MMSP59012.2023.10337747. HAL : hal-04803318.
•  Mathis Bodin, Jean-Philippe Farrugia, Fabrice Jaillet & Bruno Tellez (2024). "An Open-Source Authoring Solution for Cultural Heritage Augmented Reality Applications". 21st EuroXR International Conference, 29 novembre 2024, Athens (Greece). Poster. HAL : hal-04725966.
• 2023 (48)
• Journals (5)
• International journals with peer review (5)
•  Bertrand Kerautret, Phuc Ngo, Nicolas Passat, Hugues Talbot & Clara Jaquet (2023). "OpenCCO: An Implementation of Constrained Constructive Optimization for Generating 2D and 3D Vascular Trees". Image Processing On Line, vol. 13, pp. 258-279. doi : 10.5201/ipol.2023.477. HAL : hal-04201337. .
•  Julia Cohen, Carlos Crispim-Junior, Jean-Marc Chiappa & Laure Tougne (2023). "Industrial object detection with multi-modal SSD: closing the gap between synthetic and real images". Multimedia Tools and Applications, vol. 83, #2024, pp. 12111-12138. doi : 10.1007/s11042-023-15367-0. HAL : hal-04164691.
•  Lény Grassot, Rémi Ratajczak, Léopold Jouffroy, Annabelle Sueur, Matthieu Dubuis, Carlos Crispim-Junior, Elodie Faure, Laure Tougne-Rodet, Béatrice Fervers & Astrid Coste (2023). "Development of an indicator to assess past agricultural pesticides exposure in chronic diseases: application to the TESTIS epidemiological study". Environnement, Risques & Santé. doi : 10.1684/ers.2023.1758. HAL : hal-04378588.
•  Stéphanie Souche, Florent Laroche & Carlos Crispim-Junior (2023). "Dream and Reality for Autonomous Vehicles: Results and Lessons from an In Situ Experiment". Transportation Research Record. doi : 10.1177/03611981231155905. HAL : hal-04056329.
•  Eduardo Brandao, Anthony Nakhoul, Stefan Duffner, Rémi Emonet, Florence Garrelie, Amaury Habrard, François Jacquenet, Florent Pigeon, Marc Sebban & Jean-Philippe Colombier (2023). "Learning Complexity to Guide Light-Induced Self-Organized Nanopatterns". Physical Review Letters, vol. 130, p. 226201. doi : 10.1103/physrevlett.130.226201. HAL : ujm-04157829. .
• Conferences (28)
• International conferences with peer review (25)
•  Mathieu Marchand, Vincent Andrieu, Sylvain Bertrand, Steeven Janny & Hélène Piet-Lahanier (2023). "Deep Learning of a Communication Policy for an Event-Triggered Observer for Linear Systems". 22nd IFAC World Congress, 14 juillet 2023, Yokohama (Japan), pp. 5261-5268. doi : 10.1016/j.ifacol.2023.10.166. HAL : hal-03945265. .
•  Tetiana Yemelianenko, Iuliia Tkachenko, Tess Masclef, Mihaela Scuturici & Serge Miguet (2023). "Learning to rank approach for refining image retrieval in visual arts". 4th ICCV Workshop on e-Heritage, 3 octobre 2023, Paris (France). doi : 10.1109/ICCVW60793.2023.00177. HAL : hal-04216811. .
•  Mehdi Atamna, Iuliia Tkachenko & Serge Miguet (2023). "Improving Generalization in Facial Manipulation Detection Using Image Noise Residuals and Temporal Features". 2023 IEEE International Conference on Image Processing (ICIP), 11 octobre 2023, Kuala Lumpur (Malaysia), pp. 3424-3428. doi : 10.1109/ICIP49359.2023.10222043. HAL : hal-04206611. .
•  Tess Masclef, Mihaela Scuturici, Benjamin Bertin, Vincent Barrellon, Vasile-Marian Scuturici & Serge Miguet (2023). "A Deep Learning Approach for Painting Retrieval based on Genre Similarity". ICIAP 2023 2nd International Workshop on Artificial Intelligence for Digital Humanities, 15 septembre 2023, Udine (Italy). HAL : hal-04222381. .
•  Matthis Manthe, Stefan Duffner & Carole Lartizien (2023). "Whole-brain radiomics for clustered federated personalization in brain tumor segmentation". Medical Imaging with Deep Learning (MIDL) 2023, 12 juillet 2023, Nashville (United States of America). ArXiv : 2310.11480. HAL : hal-04233428. .
•  Eduardo Brandao, Stefan Duffner, Rémi Emonet, Amaury Habrard, François Jacquenet & Marc Sebban (2023). "Is My Neural Net Driven by the MDL Principle?". European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 22 septembre 2023, Turin (France), pp. 173-189. doi : 10.1007/978-3-031-43415-0_11. HAL : hal-04231405. .
•  Thibault Douzon, Stefan Duffner, Christophe Garcia & Jérémy Espinas (2023). "Long-Range Transformer Architectures for Document Understanding". ICDAR 2023: Document Analysis and Recognition – ICDAR 2023 Workshops, 27 août 2023, San José (United States of America), pp. 47-64. doi : 10.1007/978-3-031-41501-2_4. HAL : hal-04191797. .
•  Mathieu François & Véronique Eglin (2023). "Ensuring an error-free transcription on a full engineering tags dataset through unsupervised post-OCR methods". The 17th International Conference on Document Analysis and Recognition (ICDAR 2023), 26 août 2023, San Jose (CA) (United States of America). doi : 10.1007/978-3-031-41734-4_6. HAL : hal-04093197. .
•  Mohammed El Amine Sehaba, Carlos Crispim-Junior & Laure Rodet (2023). "Embedded plant recognition: a benchmark for low footprint deep neural networks". 8th workshop on Computer Vision in Plant Phenotyping and Agriculture - ICCV 2023, 1 octobre 2023, Paris (France), pp. 670-677. doi : 10.1109/ICCVW60793.2023.00074. HAL : hal-04236928. .
•  Sombit Dey, Assem Sadek, Gianluca Monaci, Boris Chidlovskii & Christian Wolf (2023). "Learning whom to trust in navigation: dynamically switching between classical and neural planning". International Conference on Intelligent Robots and Systems (IROS), 5 octobre 2023, Detroit (United States of America). ArXiv : 2307.16710. HAL : hal-04237170.
•  Daubresse-Chasle Marie, Parashar Shaifali & Andreff Nicolas (2023). "Preliminary results on 3D reconstruction of small bowel by Non-Rigid Structure-From-Motion". CRAS, Paris (France). HAL : hal-04393919. .
•  Pierre Marza, Laetitia Matignon, Olivier Simonin & Christian Wolf (2023). "Multi-Object Navigation with dynamically learned neural implicit representations". ICCV 2023 - International Conference on Computer Vision, 6 octobre 2023, Paris (France), pp. 1-21. HAL : hal-04390240. .
•  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. .
•  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. .
•  Issam Khedher, Jean-Marie Favreau, Serge Miguet & Gilles Gesquière (2023). "A Multimodal Deep Learning Approach for High-Resolution Land Surface Temperature Estimation". 7th International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS’23), 20 décembre 2023, Bangalore (India). doi : 10.1007/978-981-97-2004-0_26. HAL : hal-04460000. .
•  Rui Yang, Matthieu Grard, Emmanuel Dellandréa & Liming Chen (2023). "When continual learning meets robotic grasp detection: a novel benchmark on the Jacquard dataset". 18th International Conference on Computer Vision Theory and Applications (VISAPP), 21 février 2023, Lisbon (Portugal). doi : 10.5220/0011874700003417. HAL : hal-04350431. .
•  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. .
•  Guillaume Duret, Nicolas Cazin, Mahmoud Ali, Florence Zara, Emmanuel Dellandréa, Jan Peters & Liming Chen (2023). "PickSim: A dynamically configurable Gazebo pipeline for robotic manipulation". Advancing Robot Manipulation Through Open-Source Ecosystems - 2023 IEEE International Conference on Robotics and Automation (ICRA) Conference Workshop, 29 mai 2023, Londres (United Kingdom). HAL : hal-04074800. .
•  Assem Sadek, Guillaume Bono, Boris Chidlovskii, Atilla Baskurt & Christian Wolf (2023). "Multi-Object Navigation in real environments using hybrid policies". International Conference on Robotics and Automation (ICRA), 2 juin 2023, London (France). doi : 10.1109/ICRA48891.2023.10161030. HAL : hal-04078465.
•  Hédi Zeghidi, Carlos Crispim-Junior & Iuliia Tkachenko (2023). "CDP-Sim: Similarity metric learning to identify the fake Copy Detection Patterns". IEEE WORKSHOP ON INFORMATION FORENSICS AND SECURITY, 7 décembre 2023, Nuremberg (Germany). doi : 10.1109/WIFS58808.2023.10374744. HAL : hal-04327354. .
•  Carlos Crispim-Junior, Romain Guesdon, Christophe Jallais, Florent Laroche, Stéphanie Souche-Lecorvec & Laure Rodet (2023). "AutoExp: A multidisciplinary, multi-sensor framework to evaluate human activities in self-driving cars". 26th IEEE International Conference on Intelligent Transportation Systems (ITSC 2023), 28 septembre 2023, Bilbao (France). doi : 10.1109/ITSC57777.2023.10421877. ArXiv : 2306.03115. HAL : hal-04331629. .
•  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. .
•  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). doi : 10.5220/0011893800003417. ArXiv : 2210.09834. HAL : hal-03813534. .
•  Quentin Gallouédec & Emmanuel Dellandréa (2023). "Cell-Free Latent Go-Explore". International Conference on Machine Learning (ICML), 29 juillet 2023, Honolulu (Hawai) (United States of America). ArXiv : 2208.14928. HAL : hal-03769875. .
•  Samuele Zoboli, Steeven Janny & Mattia Giaccagli (2023). "Deep learning-based output tracking via regulation and contraction theory". 22nd World Congress of the International Federation of Automatic Control, 8 juillet 2023, Yokohama (Japan). HAL : hal-03912988. .
• National conferences with peer review (1)
•  Mathis Baubriaud, Stéphane Derrode, R Chalon & K Kernn (2023). "Vers un outil d'inspection temps réel de l'état d'avancement d'un chantier de construction par RA". CORESA (COmpression et REprésentation des Signaux Audiovisuels), 9 juin 2023, Lille (France). HAL : hal-04137473. .
• Other conferences (2)
•  Aymar Tchagoue, Jean-Marc Petit, Jannick Duchet, Jean-Francois Gerard & Sébastien Pruvost (2023). "TOWARDS AI-BASED POLYMER DISCOVERY: AN OPTIMIZED DATA COLLECTION SYSTEM FROM EPOXY/AMINE TABLES". Colloque National du GFP (Groupe Français d'études et d'applications des Polymères), 24 novembre 2023, Bordeaux (France). HAL : hal-04538459.
•  Bertrand Kerautret, Phuc Ngo, Nicolas Passat, Hugues Talbot, Clara Jaquet & Adam Germain (2023). "OpenCCO : Une implémentation de l’algorithme CCO pour la construction d’arbres vasculaires 2D et 3D". Atelier R-Vessel-X 2023, 16 juin 2023, Lyon (France). HAL : hal-04133361. .
• HDR, thesis (5)
• Thesis (5)
•  Thibault Douzon (2023). "Language Models for Document Understanding". HAL : tel-04459378. .
•  Devashish Lohani (2023). "Unsupervised deep learning for spatio-temporal representations of videos : application to video surveillance". HAL : tel-04212763. .
•  Jonas Lamy (2023). "Rehaussement de vaisseaux sanguins appliqué aux images médicales 3D". HAL : tel-04059924. .
•  Thibault Douzon (2023). "Language models for document understanding". HAL : tel-04583695. .
•  Devashish Lohani (2023). "Unsupervised deep learning for spatio-temporal representations of videos: application to video surveillance". HAL : tel-04108165. .
• Patents and softwares (1)
•  Federico Camarda, Véronique Cherfaoui, Franck Davoine & Bruno Durand (2023). "Procédé de détection d'une limite d'une voie de circulation". Patent #FR3128304A1;FR3128304B1;WO2023061915A12023-04-21. HAL : hal-04589339.
• Others (9)
•  Rui Yang, Matthieu Grard, Emmanuel Dellandréa & Liming Chen (2023). "Entropy-Guided Self-Regulated Learning Without Forgetting for Distribution-Shift Continual Learning with blurred task boundaries". HAL : hal-04228875. .
•  Stéphanie Souche, Carlos Crispim-Junior & Florent Laroche (2023). "Véhicule autonome : l’essayer, ce n’est pas vraiment l’adopter…". Cet article est republié à partir de The Conversation sous licence Creative Commons. Lire l’article original. Souche-Le Corvec S, Laroche F, Crispim-Junior C, (2023). « Véhicule autonome : l’essayer, ce n’est pas vraiment l’adopter… ». The Conversation (Éd. française), publié le 6 juin 2023, 21:54. https://theconversation.com/vehicule-autonome-lessayer-ce-nest-pas-vraiment-ladopter-206229. URL: https://theconversation.com/vehicule-autonome-lessayer-ce-nest-pas-vraiment-ladopter-206229. HAL : hal-04128759. .
•  Guillaume Duret, Mahmoud Ali, Nicolas Cazin, Alexandre Chapin, Florence Zara, Emmanuel Dellandréa, Jan Peters & Liming Chen (2023). "FruitBin: a large-scale fruit bin picking dataset tunable over occlusion, camera pose and scenes for 6D pose estimation". HAL : hal-04122072. .
•  Bertrand Kerautret, Miguel Colom, Adrien Krähenbühl, Daniel Lopresti, Pascal Monasse & Benjamin Perret (2023). "Reproducible Research in Pattern Recognition". doi : 10.1007/978-3-031-40773-4. HAL : hal-04148940.
•  Mathis Baubriaud (2023). "MEP-SEG DATASET : SYNTHETIC IMAGES GENERATED FROM BUILDING INFORMATION MODELING (BIM)". This dataset has been generated from 3 constructions models, transferred from Autodesk Revit to NVIDIA Isaac Sim. It contains 8751 samples of RGB images associated with the semantic segmentation masks and label files for 13 classes (rectangular_sheath, circular_sheath, pipe, air_vent, fan_coil, stair, wall, floor, pipe_accessory, framework, radiant_panel, climate_engineering_equipment, ceiling, handrail, roof, cable_tray, pole). HAL : hal-04488735.
•  Carlos Crispim-Junior, Romain Guesdon, Christophe Jallais, Georges Beurier, Xuguang Wang, Florent Laroche, Stéphanie Souche-Lecorvec & Laure Rodet (2023). "A glimpse at the first results of the AutoBehave project: a multidisciplinary approach to evaluate the usage of our travel time in self-driving cars". RoBustness and Reliability of Autonomous Vehicles in the Open-world workshop in conjunction with International Conference on Computer Vision, 3 décembre 2023, Paris (France). Poster. HAL : hal-04331707. .
•  Asma Kharrat, Fadoua Drira, Franck Lebourgeois & Christophe Garcia (2023). "Exploring Continual Learning and Self-learning for Historical Digit Recognition". 2023 International Conference on Cyberworlds (CW), 5 octobre 2023, Sousse (France). Poster. doi : 10.1109/CW58918.2023.00089. HAL : hal-04803324.
•  Nicolas Jacquelin, Theo Jaunet, Romain Vuillemot & Stefan Duffner (2023). "SwimTrack: Swimmers and Stroke Rate Detection in Elite Race Videos". HAL : hal-03936053. .
•  Simon Pageaud, Anne Eyraud-Loisel, Jean-Pierre Bertoglio, Alexis Bienvenüe, Nicolas Leboisne, Catherine Pothier, Christophe Rigotti, Nicolas Ponthus, Romain Gauchon et al. (2023). "Agent-based models to simulate the COVID-19 epidemic: Understanding the contributions of the determinants of disease spread". 44th Conference of the International Society for Clinical Biostatistics (ISCB44), Milan (Italie) (Italy). Poster. HAL : hal-04819949.
• 2022 (53)
• Journals (15)
• International journals with peer review (15)
•  Jonas Lamy, Thibault Pelletier, Guillaume Lienemann, Benoît Magnin, Bertrand Kerautret, Nicolas Passat, Julien Finet & Antoine Vacavant (2022). "The 3D Slicer RVXLiverSegmentation plug-in for interactive liver anatomy reconstruction from medical images". Journal of Open Source Software, vol. 7, #73, p. 3920. doi : 10.21105/joss.03920. HAL : hal-03649993. .
•  Messai Oussama, Aladine Chetouani, Fella Hachouf & Zianou Ahmed Seghir (2022). "3D saliency guided deep quality predictor for no-reference stereoscopic images". Neurocomputing. doi : 10.1016/j.neucom.2022.01.002. HAL : hal-03553557. .
•  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. .
•  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. .
•  Alice Nicolaï, Quentin Bammey, Marina Gardella, Tina Nikoukhah, Olivier Boulant, Ioannis Bargiotas, Nelson Monzón, Charles Truong, Bertrand Kerautret et al. (2022). "The approach to reproducible research of the Image Processing On Line (IPOL) journal". Informatio. doi : 10.35643/Info.27.1.7. HAL : hal-04122026. .
•  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.
•  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.
•  Nicolas Jacquelin, Romain Vuillemot & Stefan Duffner (2022). "Periodicity Counting in Videos with Unsupervised Learning of Cyclic Embeddings". Pattern Recognition Letters, vol. 161, pp. 59-66. doi : 10.1016/j.patrec.2022.07.013. HAL : hal-03738161. .
•  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.
•  Zied Bouyahia, Hedi Haddad, Stéphane Derrode & Wojciech Pieczynski (2022). "Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model". Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, pp. 1-20. doi : 10.1080/15472450.2022.2069498. HAL : hal-03765668.
•  Jonas Lamy, Odyssee Merveille, Bertrand Kerautret & Nicolas Passat (2022). "A Benchmark Framework for Multiregion Analysis of Vesselness Filters". IEEE Transactions on Medical Imaging, vol. 41, #12, pp. 3649-3662. doi : 10.1109/TMI.2022.3192679. HAL : hal-04422096. .
•  Margarita Khokhlova, Nathalie Abadie, Valérie Gouet-Brunet & Liming Chen (2022). "GisGCN: A Visual Graph-Based Framework to Match Geographical Areas through Time". ISPRS International Journal of Geo-Information, vol. 11, #2, p. 97. doi : 10.3390/ijgi11020097. HAL : emse-03548089. .
•  Yu Zhang, Yun Jia, Yaoguo Huang, Linlin Chen, Ming Wang & Yali Zhang (2022). "Selective separation of heavy metal ions in sequence by TAA". Separation Science and Technology. doi : 10.1080/01496395.2022.2026390. HAL : hal-04508841.
•  Eduardo Brandao, Jean-Philippe Colombier, Stefan Duffner, Rémi Emonet, Florence Garrelie, Amaury Habrard, François Jacquenet, Anthony Nakhoul & Marc Sebban (2022). "Learning PDE to Model Self-Organization of Matter". Entropy. doi : 10.3390/e24081096. HAL : ujm-03823722. .
• Conferences (23)
• International conferences with peer review (19)
•  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. .
•  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.
•  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. .
•  Assem Sadek, Guillaume Bono, Boris Chidlovskii & Christian Wolf (2022). "An in-depth experimental study of sensor usage and visual reasoning of robots navigating in real environments". International Conference on Robotics and Automation (ICRA), 23 mai 2022, Philadelphia (France). ArXiv : 2111.14666. HAL : hal-04090626.
•  Bertrand Kerautret, Konstantin Kirchheim, Daniel Lopresti, Phuc Ngo & Paulina Tomaszewska (2022). "Promoting Reproducibility of Research Results in International Events". Reproducible Research in Pattern Recognition (RRPR), 21 août 2022, Montreal (Canada), pp. 111-123. doi : 10.1007/978-3-031-40773-4_9. HAL : hal-04091377. .
•  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.
•  Dimitri Gominski, Valérie Gouet-Brunet & Liming Chen (2022). "Cross-dataset Learning for Generalizable Land Use Scene Classification". EarthVision'22 workshop in conjuction with the Computer Vision and Pattern Recognition (CVPR) 2022 Conference, 20 juin 2022, La Nouvelle Orléans, LA (United States of America), pp. 1381-1390. doi : 10.1109/CVPRW56347.2022.00144. HAL : hal-03685079. .
•  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). doi : 10.5220/0010831200003124. HAL : hal-03471147. .
•  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. .
•  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. .
•  Alexandre Devillers, Valentin Chaffraix, Frédéric Armetta, Stefan Duffner & Mathieu Lefort (2022). "The Impact of Action in Visual Representation Learning". International Conference on Development and Learning (ICDL 2022), 12 septembre 2022, London (United Kingdom). doi : 10.1109/ICDL53763.2022.9962210. HAL : hal-03815546. .
•  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). doi : 10.1109/ICPR56361.2022.9956389. ArXiv : 2301.03844. HAL : hal-03813525. .
•  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). doi : 10.1109/ICIP46576.2022.9897472. HAL : hal-03800865. .
•  Pierre Marza, Laëtitia Matignon, Olivier Simonin & Christian Wolf (2022). "Teaching Agents how to Map: Spatial Reasoning for Multi-Object Navigation". International Conference on Intelligent Robots and Systems (IROS) 2022, 27 octobre 2022, Kyoto (Japan). doi : 10.1109/IROS47612.2022.9982216. HAL : hal-03940658. .
•  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). doi : 10.1109/WIFS55849.2022.9975383. HAL : hal-03788148. .
•  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. .
•  Nicolas Jacquelin, Romain Vuillemot & Stefan Duffner (2022). "Efficient One-Shot Sports Field Image Registration with Arbitrary Keypoint Segmentation". IEEE International Conference on Image Processing, 19 octobre 2022, Bordeaux (France), pp. 1771-1775. doi : 10.1109/ICIP46576.2022.9897170. HAL : hal-03738153. .
•  Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2022). "RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection". International Workshop on Advanced Analytics and Learning on Temporal Data (AALTD), ECML-PKDD, 23 septembre 2022, Grenoble (France). doi : 10.1007/978-3-031-24378-3_5. HAL : hal-04346819. .
•  Miguel Colom, José Armando Hernández, Bertrand Kerautret & Benjamin Perret (2022). "Development Efforts for Reproducible Research: Platform, Library and Editorial Investment". RRPR 2022: Reproducible Research in Pattern Recognition, 21 août 2022, Montréal (Canada), pp. 3-21. doi : 10.1007/978-3-031-40773-4_1. HAL : hal-04229847. .
• National conferences with peer review (3)
•  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 (EGC 2022), 28 janvier 2022, Blois (France), pp. 159-170. HAL : hal-03921033. .
•  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. .
•  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. .
• Other conferences (1)
•  Florian Delconte, Isabelle Debled-Rennesson, Phuc Ngo, Thierry Constant & Bertrand Kerautret (2022). "Détection des singularités de l'écorce à partir de données Lidar en vue du classement qualité". TRIDIFOR – Méthodes innovantes d’analyse de données 3D en forêt, Québec (Canada). HAL : hal-03787970.
• HDR, thesis (8)
• Thesis (8)
•  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. .
•  Ruiqi Dai (2022). "Continual class-incremental learning for autonomous object recognition in image sequences". HAL : tel-04047000. .
•  Nicolas Jacquelin (2022). "Analyse Automatique de Vidéos de Course de Natation Elite". HAL : tel-03927207. .
•  Thomas Petit (2022). "Context-aware person recognition in TV programs". HAL : tel-03827700. .
•  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. .
•  Naji Najari (2022). "Détection d’anomalies robuste et non-supervisée : Appliquée à la supervision du trafic réseau". HAL : tel-04435750. .
• 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)
•  Xiangnan Yin, Di Huang, Zehua Fu, Yunhong Wang & Liming Chen (2022). "Segmentation-Reconstruction-Guided Facial Image De-occlusion". ArXiv : 2112.08022. HAL : hal-03482857. .
•  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. .
•  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 & Liming Chen (2022). "FaceOcc: A Diverse, High-quality Face Occlusion Dataset for Human Face Extraction". doi : 10.48550/arXiv.2201.08425. ArXiv : 2201.08425. HAL : hal-03540753. .
• 2021 (76)
• Journals (13)
• International journals with peer review (13)
•  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. .
•  Dimitri Gominski, Valérie Gouet-Brunet & Liming Chen (2021). "Connecting Images through Sources: Exploring Low-Data, Heterogeneous Instance Retrieval". Remote Sensing, vol. 13, #16, p. 3080. doi : 10.3390/rs13163080. HAL : hal-03336000.
•  Hugues Moreau, Andrea Vassilev & Liming Chen (2021). "The Devil Is in the Details: An Efficient Convolutional Neural Network for Transport Mode Detection". IEEE Transactions on Intelligent Transportation Systems. doi : 10.1109/tits.2021.3110949. HAL : hal-03346165. .
•  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. .
•  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. .
•  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. .
•  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. .
•  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.
•  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. .
•  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. .
•  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.
•  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.
• Conferences (40)
• International conferences with peer review (34)
•  Margarita Khokhlova, Nathalie Abadie, Valérie Gouet-Brunet & Liming Chen (2021). "Learning embeddings for cross-time geographic areas represented as graphs". SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 22 mars 2021, Virtual Event Republic of Korea (Korea (South)), pp. 559-568. doi : 10.1145/3412841.3441936. HAL : emse-03548148. .
•  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. .
•  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. .
•  Hugues Moreau, Andréa Vassilev & Liming Chen (2021). "When Neural Networks Using Different Sensors Create Similar Features". EAI MobiCase 2021, 13 novembre 2021, Online (China). ArXiv : 2111.02732. HAL : hal-03412575. .
•  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. .
•  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. .
•  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). doi : 10.1109/ICCVW54120.2021.00321. HAL : hal-03380579. .
•  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. .
•  Shiwei Li, Mohsen Ardabilian & Abdelmalek Zine (2021). "Quantitative Analysis of Skin using Diffuse Reflectance for Non-invasive Pigments Detection". 16th International Conference on Computer Vision Theory and Applications, 10 février 2021, Online Streaming (France), pp. 604-614. doi : 10.5220/0010326806040614. HAL : hal-03311612.
•  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. .
•  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). doi : 10.1109/CVPR46437.2021.00419. HAL : hal-03192949. .
•  Amaury Depierre, Emmanuel Dellandréa & Liming Chen (2021). "Scoring Graspability based on Grasp Regression for Better Grasp Prediction". IEEE International Conference on Robotics and Automation (ICRA), 30 mai 2021, Xi'an (China) (China). doi : 10.1109/ICRA48506.2021.9561198. 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?". Computer Vision and Pattern Recognition (CVPR), 1 juin 2021, Virtual (France). HAL : hal-02860823. .
•  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. .
•  Hugues Moreau, Andrea Vassilev & Liming Chen (2021). "Data Fusion for Deep Learning on Transport Mode Detection: A Case Study". 22nd Conference on Engineering Applications of Neural Networks, 24 septembre 2021, Online (Greece). doi : 10.1007/978-3-030-80568-5_12. ArXiv : 2106.05876. HAL : hal-03242601. .
•  Shiwei Li, Mohsen Ardabilian & Abdelmalek Zine (2021). "Fast Determination of Melanin based on Skin Hyperspectral Reflectance". 2020 25th International Conference on Pattern Recognition (ICPR), 15 janvier 2021, Milan (France), pp. 6772-6777. doi : 10.1109/ICPR48806.2021.9412919. HAL : hal-03311611.
•  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.
•  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. .
•  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, 23 juillet 2021, Washington, DC, (United States of America). HAL : hal-03248645.
•  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. .
•  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). doi : 10.1109/IJCNN52387.2021.9533627. HAL : hal-03264242. .
•  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). doi : 10.1109/SMC52423.2021.9659221. HAL : hal-03318554.
•  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. .
•  Quentin Gallouédec, Nicolas Cazin, Emmanuel Dellandréa & Liming Chen (2021). "panda-gym: Open-source goal-conditioned environments for robotic learning". 4th Robot Learning Workshop: Self-Supervised and Lifelong Learning @NeurIPS 2021, 14 décembre 2021, Online (unknown). ArXiv : 2106.13687. HAL : hal-03765966.
•  Corentin Kervadec, Christian Wolf, Grigory Antipov, Moez Baccouche & Madiha Nadri (2021). "Supervising the Transfer of Reasoning Patterns in VQA". NeurIPS, 6 décembre 2021, Virtual (France). ArXiv : 2106.05597. HAL : hal-04090622.
•  Brendan Duke, Abdalla Ahmed, Christian Wolf, Parham Aarabi & Graham W. Taylor (2021). "SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation". Computer Vision and Pattern Recognition (CVPR), 1 juin 2021, Virtual (France). ArXiv : 2101.08833. HAL : hal-04090617.
•  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. .
•  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. .
•  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.
•  Antoine Vacavant, Bertrand Kerautret & Fabien Feschet (2021). "Segment- and Arc-Based Vectorizations by Multi-scale/Irregular Tangential Covering". Geometry and Vision - First International Symposium, ISGV 2021, Auckland, New Zealand, January 28-29, 2021, Revised Selected Papers, 29 janvier 2021, Auckland (New Zealand), pp. 190-202. doi : 10.1007/978-3-030-72073-5_15. HAL : hal-04092620.
•  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. .
• National conferences with peer review (6)
•  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. .
•  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. .
•  Jonas Lamy (2021). "Filtres vasculaires - Étude et benchmark pour l'imagerie hépatique". ORASIS 2021, 17 septembre 2021, Saint-Ferréol (France). HAL : hal-03284266. .
•  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.
•  Valérie Gouet-Brunet, Nathalie Abadie, Sylvain Besson, Marie-Ève Bouillon, Pauline Charbonnier, Liming Chen, Florence Clavaud, Florent Geniet, Dimitri Gominski et al. (2021). "Indexation et recherche d'images multimodales dans le projet ALEGORIA : méthodes et outils pour croiser les sources iconographiques de la Reconstruction". Les archives iconographiques et audiovisuelles de la Reconstruction en France, de 1940 aux années 1960, Pierrefitte-sur-Seine, 8 avril 2021, Pierrefitte-Archives nationales (France). doi : 10.4000/books.pan.3889. HAL : hal-04288097.
•  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. .
• HDR, thesis (9)
• HDR (1)
•  Lionel Robinault (2021). "Détection et suivi d’objets mobiles par caméras fixes". HAL : tel-03274532. .
• Thesis (8)
•  Shiwei Li (2021). "Human skin characterization and analysis based on hyperspectral reflectance using machine learning". HAL : tel-03412032. .
•  Clément Sage (2021). "Deep learning for information extraction from business documents". HAL : tel-03521607. .
•  Corentin Kervadec (2021). "Bias and reasoning in visual question answering". HAL : tel-03677970. .
•  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. .
•  Hugues Moreau (2021). "Deep learning for spatio-temporal multidimensional signals : an application to transport mode detection". HAL : tel-03711716. .
•  Amaury Depierre (2021). "Apprentissage profond auto-supervisé par simulation pour la saisie robotique adaptative". HAL : tel-03871964. .
•  Clément Douarre (2021). "Spectro-imagerie et apprentissage profond : application à la détection de maladies de plantes". HAL : tel-04016133. .
• Patents and softwares (1)
•  Margarita Khokhlova, Nathalie Abadie, Valérie Gouet-Brunet & Liming Chen (2021). "[Code] Learning embeddings for cross-time geographic areas represented as graphs". HAL : hal-04421187.
• Book edition (books, chapters, seminars, congress, special numbers) (3)
•  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.
•  Stefan Duffner, Christophe Garcia, Khalid Idrissi & Atilla Baskurt (2021). "Similarity Metric Learning". Multi-faceted Deep Learning - Models and Data. HAL : hal-03465119. .
•  Frédéric Alexandre, Christian Bessiere, Jean-François Bonnefon, Tristan Cazenave, Raja Chatila, Antoine Cornuejols, Frédéric Cuppens, Sébastien Destercke, Béatrice Daille et al. (2021). "Artificial Intelligence. What is it, exactly?". Sébastien Konieczny, Henri Prade, College Publication. HAL : hal-04270168.
• Reports (2)
• Research reports/tecnical reports (2)
•  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. .
•  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. .
• Others (8)
•  Eric Guérin, Killian Oechslin, Christian Wolf & Benoît Martinez (2021). "Satellite Image Semantic Segmentation". ArXiv : 2110.05812. HAL : hal-03375737.
•  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. .
•  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.
•  Bertrand Kerautret, Miguel Colom, Adrien Krähenbühl, Daniel Lopresti, Pascal Monasse & Hugues Talbot (2021). "Reproducible Research in Pattern Recognition: Third International Workshop, RRPR 2021". doi : 10.1007/978-3-030-76423-4. HAL : hal-04092674. .
•  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. .
• 2020 (56)
• Journals (13)
• International journals with peer review (13)
•  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. .
•  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. .
•  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. .
•  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.
•  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. .
•  W. Chai, Alexandre Saidi, Abdelmalek Zine, C. Droz, W. You & Mohamed Ichchou (2020). "Comparison of uncertainty quantification process using statistical and data mining algorithms". Structural and Multidisciplinary Optimization, vol. 61, #2, pp. 587-598. doi : 10.1007/s00158-019-02381-w. HAL : hal-02712320. .
•  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. .
•  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. .
•  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. .
•  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. .
•  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.2020.110447. HAL : hal-02072150.
• Conferences (29)
• International conferences with peer review (21)
•  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. .
•  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, Glasgow ( Virtual ) (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. .
•  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. .
•  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. .
•  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. .
•  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.
•  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. .
•  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. .
•  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.
•  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. .
•  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.
•  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. .
•  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.
•  Johan Peralez, Francesco Galuppo, Pascal Dufour, Christian Wolf & Madiha Nadri (2020). "Data-driven multi-model control for a waste heat recovery system". 2020 59th IEEE Conference on Decision and Control (CDC), 18 décembre 2020, Jeju (virtual) (Korea (South)), pp. 5501-5506. doi : 10.1109/cdc42340.2020.9304418. HAL : hal-03401232. .
•  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.
•  Zeyu Liu, Mohsen Ardabilian, Abdelmalek Zine & Mohamed Ichchou (2020). "Crack-type damage detection and localization of a thick composite sandwich structure based on Convolutional Neural Networks". ISMA 2020 and 2020 International Conference on Uncertainty in Structural Dynamics, USD 2020, 9 septembre 2020, Louvain (Belgium). HAL : hal-04170454.
•  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. .
•  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.
•  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.
• National conferences with peer review (6)
•  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.
•  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. .
•  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. .
•  Claire Chappart, Louis Vinet, Nicole Boulliod & Catherine Pothier (2020). "LES COLLINES DE LA VILLE DE LYON : NOTE GEOLOGIQUE". JNGG2020, Lyon (France). HAL : hal-03212608. .
•  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.
• Other conferences (2)
•  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. .
• HDR, thesis (5)
• Thesis (5)
•  Quentin Debard (2020). "Automatic learning of next generation human-computer interactions". HAL : tel-03102842. .
•  Richard Marriott (2020). "Data-augmentation with synthetic identities for robust facial recognition". HAL : tel-03227437. .
•  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. .
• Patents and softwares (1)
•  Margarita Khokhlova, Valérie Gouet-Brunet, Nathalie Abadie & Liming Chen (2020). "[Code] Cross-year multi-modal image retrieval using siamese networks". HAL : hal-04421148.
• Book edition (books, chapters, seminars, congress, special numbers) (2)
•  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.
•  Frédéric Alexandre, Leila Amgoud, Christian Bessiere, Jean-François Bonnefon, Tristan Cazenave, Raja Chatila, Antoine Cornuejols, Frédéric Cuppens, Sébastien Destercke et al. (2020). "L’intelligence Artificielle: De quoi s’agit-il vraiment ?". Sébastien Konieczny, Henri Prade, Cepadues. HAL : hal-04270163.
• 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 (5)
•  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. .
•  Corentin Kervadec, Grigory Antipov, Moez Baccouche & Christian Wolf (2020). "Estimating semantic structure for the VQA answer space". ArXiv : 2006.05726. HAL : hal-02862763. .
•  Zakia Hammal, Di Huang, Kevin Bailly, Liming Chen & Mohamed Daoudi (2020). "Face and Gesture Analysis for Health Informatics (FGAHI)". doi : 10.1145/3382507.3419747. HAL : hal-03186285.
•  Margarita Khokhlova, Nathalie Abadie, Valérie Gouet-Brunet & Liming Chen (2020). "[Data] Geographical Entities With Neighborhood Relationships". Jeu de données multimodal comportant des orthophotos IGN, des données vecteurs IGN et des graphes représentant des portions du territoire français à différentes dates. Ces données ont été sélectionnées, préparées et diffusées pour entraîner des modèles de reconnaissance diachronique de lieux. HAL : hal-04421094.
•  Ying Lu, Lingkun Luo, Di Huang, Yunhong Wang & Liming Chen (2020). "Knowledge Transfer in Vision Recognition: A Survey". HAL : hal-02101005. .
• 2019 (62)
• Journals (14)
• International journals with peer review (14)
•  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. .
•  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. .
•  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.
•  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. .
•  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. .
•  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.
•  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.
•  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. .
•  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.
•  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. .
•  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. .
•  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.
•  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. .
•  Tom Gillooly, Nicolas Coltice & Christian Wolf (2019). "An Anticipation Experiment for Plate Tectonics". Tectonics. doi : 10.1029/2018TC005427. HAL : hal-02864168. .
• Conferences (29)
• International conferences with peer review (25)
•  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. .
•  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. .
•  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. .
•  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.
•  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. .
•  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. .
•  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. .
•  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. .
•  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. .
•  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. .
•  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.
•  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.
•  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. .
•  Anshul Paigwar, Özgür Erkent, Christian Wolf & Christian Laugier (2019). "Attentional PointNet for 3D-Object Detection in Point Clouds". CVPR 2019 - Workshop on Autonomous driving, 16 juin 2019, Long Beach, California (United States of America), pp. 1-10. doi : 10.1109/CVPRW.2019.00169. HAL : hal-02156555. .
•  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. .
•  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.
•  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.
•  Bertrand Kerautret & Jacques-Olivier Lachaud (2019). "Geometric Total Variation for Image Vectorization, Zooming and Pixel Art Depixelizing". Asian Conference on Pattern Recognition, 29 novembre 2019, Auckland (Nouvelle Zelande) (New Zealand). doi : 10.1007/978-3-030-41404-7_28. HAL : hal-02895108. .
•  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. .
•  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. .
•  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. .
•  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. .
• National conferences with peer review (3)
•  Theo Jaunet, Romain Vuillemot & Christian Wolf (2019). "RLMViz: Interpreting Deep Reinforcement Learning Memory". Journée Visu 2019, 17 mai 2019, Paris (France). HAL : hal-02140902. .
•  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. .
•  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.
• 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 (7)
• 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 (6)
•  Riyadh Benammar (2019). "Détection non-supervisée de motifs dans les partitions musicales manuscrites". HAL : tel-02902100. .
•  Bonan Cuan (2019). "Deep similarity metric learning for multiple object tracking". HAL : tel-02900639. .
•  Matthieu Grard (2019). "Generic instance segmentation for object-oriented bin-picking". HAL : tel-03081227. .
•  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. .
•  Mehdi Ayadi (2019). "Skyline : un marqueur pour la réalité augmentée sur mobile en contexte urbain". HAL : tel-02459918. .
• Book edition (books, chapters, seminars, congress, special numbers) (3)
•  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.
•  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.
• 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 (8)
•  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". doi : 10.17632/ztrgn2rbrj.1. HAL : hal-02307723.
•  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 (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. .
•  Valérie Gouet-Brunet, Margarita Khokhlova, Liming Chen & Sander Münster (2019). "SUMAC'19: 1st ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents". doi : 10.1145/3347317. HAL : hal-04315350.
•  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. .
•  Clément Douarre, Laure Tougne, Carlos Crispim-Junior, Anthony Gelibert & David Rousseau (2019). "When spectro-imaging meets machine learning". Presentation of our work entitled "When spectro-imaging meets machine learning" during the workshop "Workshop on Machine Learning Assisted Image Formation". HAL : hal-02514988.
•  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.
• 2018 (58)
• Journals (16)
• International journals with peer review (16)
•  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. .
•  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.
•  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.
•  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.
•  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. .
•  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.
•  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.
•  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.
•  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. .
•  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. .
•  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, vol. 9, p. 446. doi : 10.3389/fpsyg.2018.00446. HAL : hal-02422897.
•  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. .
•  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. .
•  Weizhen. You, Alexandre Saidi, Mohamed Ichchou, Abdelmalek Zine, Xiaopin Zhong & M. Belhaq (2018). "Reliability modeling and prediction of passive controlled structures through Random Forest". MATEC Web of Conferences, vol. 241, p. 01023. doi : 10.1051/matecconf/201824101023. HAL : hal-02070194.
•  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. .
•  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. .
•  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. .
•  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. .
•  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. .
•  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.
•  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. .
•  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. .
•  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. .
•  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.
•  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. .
•  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. .
•  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.
•  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. .
•  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. .
•  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.
•  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. .
•  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.
•  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.
•  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.
•  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. .
•  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.
•  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. .
•  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 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. .
• National conferences with peer review (4)
•  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. .
•  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. .
•  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.
• 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)
•  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. .
•  Yiqiang Chen (2018). "Person re-identification in images with deep learning". HAL : tel-02090746. .
•  Bastien Moysset (2018). "Détection, localisation et typage de texte dans des images de documents hétérogènes par Réseaux de Neurones Profonds". HAL : tel-01932920. .
•  Sarah Bertrand (2018). "Analyse d'images pour l'identification multi-organes d'espèces végétales". HAL : tel-01951469. .
• Book edition (books, chapters, seminars, congress, special numbers) (2)
•  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.
•  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.
• Others (3)
•  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. .
•  Wojciech Pieczynski, Stéphane Derrode, Ivan Gorynin & Emmanuel Monfrini (2018). "Triplet Markov models and fast smoothing in switching systems". HAL : hal-01864473. .
•  Bertrand Kerautret, Miguel Colom, Daniel Lopresti, Pascal Monasse & Hugues Talbot (2018). "Reproducible Research in Pattern Recognition, Second International Workshop, RRPR 2018". doi : 10.1007/978-3-030-23987-9. HAL : hal-02172999.
• 2017 (44)
• Journals (15)
• International journals with peer review (14)
•  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.
•  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. .
•  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. .
•  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. .
•  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. .
•  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.
•  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.
•  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. .
•  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.
•  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. .
•  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.
• 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)
•  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. .
•  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.
•  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. .
•  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. .
•  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.
•  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.
•  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.
•  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. .
•  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. .
•  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.
•  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.
•  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). "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.
•  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.
•  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). doi : 10.1109/ICDAR.2017.249. HAL : hal-01637824. .
•  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. .
•  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. .
•  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.
•  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.
•  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.
•  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. .
•  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.
• 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.
•  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.
•  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. .
•  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. .
•  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. .
•  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. .
•  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. .
•  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.
•  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.
• Conferences (27)
• International conferences with peer review (23)
•  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. .
•  Florence Cloppet, Véronique Eglin, Van Cuong 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. .
•  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.
•  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. .
•  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. .
•  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. .
•  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.
•  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. .
•  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. .
•  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.
•  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. .
•  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. .
•  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. .
•  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.
•  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. .
•  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.
•  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. .
•  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. .
•  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. .
•  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. .
•  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. .
• National conferences with peer review (3)
•  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.
•  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.
• 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 (55)
• 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. .
•  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.
•  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. .
•  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. .
•  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. .
•  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. .
•  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.
•  Noufel Abbassi, Dalila Benboudjema, Stéphane Derrode & Wojciech 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. .
•  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. .
•  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.
•  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. .
•  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.
•  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.
•  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.
• Conferences (32)
• International conferences with peer review (29)
•  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.
•  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.
•  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. .
•  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. .
•  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. .
•  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. .
•  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.
•  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.
•  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. .
•  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. .
•  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. .
•  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. .
•  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. .
•  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.
•  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. .
•  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.
•  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. .
•  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. .
•  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. .
•  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.
•  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. .
•  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.
•  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.
•  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.
•  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.
•  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.
•  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. .
•  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. .
•  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. .
• Other conferences (3)
•  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.
•  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.
• HDR, thesis (5)
• Thesis (5)
•  Baptiste Chu (2015). "Neutralisation des expressions faciales pour améliorer la reconnaissance du visage". HAL : tel-01225809. .
•  Matthieu Rogez (2015). "Utilisation du contexte pour la détection et le suivi d'objets en vidéosurveillance". HAL : hal-01512618.
•  Dongming Chen (2015). "Contributions to