Team Imagine: Feature Extraction and Identification

Coordinator : Stéphane DerrodeAssistant coordinator : Stefan DuffnerTeam presentation document (PDF)
Team dedicated web site

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

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

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

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

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

L’équipe Imagine du LIRIS, ses cinq thèmes de recherche principaux.

Team members

Prénom Nom Statut Employeur Implantation
Mourtaza Abbasbhay PhD student Autre Écully (ECL)
Mahmoud Ahmed Ali PhD student École Centrale de Lyon Écully (ECL)
Yannick Alpou Trainee Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
Mohsen Ardabilian Associate Professor École Centrale de Lyon Écully (ECL)
Mehdi Atamna PhD student Université Lumière Lyon 2 Bron (Université Lyon2)
Aloïs Babé PhD student Autre Bron (Université Lyon2)
Stanislas Bagnol Trainee Autre Blaise Pascal (INSA)
Atilla Baskurt Professor Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
Mathis Baubriaud PhD student Autre Écully (ECL)
Gwendal Bernardi PhD student Autre Écully (ECL)
Doha Bitaqa Trainee École Centrale de Lyon Écully (ECL)
Cédric Boscher PhD student Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
Joanne Boulos PhD student Autre Blaise Pascal (INSA)
Younes Bourennane Trainee École Centrale de Lyon Écully (ECL)
Zied Bouyahya Autre enseignant-chercheur École Centrale de Lyon Écully (ECL)
Vincent Brebion Teaching Assistant Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
Stéphane Bres Associate Professor Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
Aude Cancade Trainee Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
Aurélien Cecille PhD student Autre Blaise Pascal (INSA)
Owen Chaffard Trainee Autre Blaise Pascal (INSA)
Alexandre Chapin PhD student École Centrale de Lyon Écully (ECL)
Marc Chapus PhD student Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
Liming Chen Professor École Centrale de Lyon Écully (ECL)
Carlos Crispim-Junior Associate Professor Université Lumière Lyon 2 Bron (Université Lyon2)
Franck Davoine Research Director Centre National de la Recherche Scientifique Blaise Pascal (INSA)
E.g., 19/04/2024
E.g., 19/04/2024

Publications LIRIS pour l'équipe Extraction de Caractéristiques et Identification (Imagine) (1003)

  • 2024 (8)
    • Journals (1)
      • International journals with peer review (1)
    • Conferences (4)
      • International conferences with peer review (4)
        •  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. .
        •  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.
        •  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". European Chapter of the Association for Computational Linguistics (EACL), 22 mars 2024, San Ġiljan (Malta), pp. 1695-1711. HAL : hal-04509138.
        •  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. .
    • HDR, thesis (2)
      • Thesis (2)
    • Reports (1)
  • 2023 (44)
    • Journals (6)
      • International journals with peer review (6)
        •  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. doi : 10.1007/s11042-023-15367-0. HAL : hal-04164691.
        •  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. .
        •  Eduardo Brandao, Anthony Nakhoul, Stefan Duffner, R 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. .
        •  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.
        •  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". IFAC-PapersOnLine. doi : 10.1016/j.ifacol.2023.10.166. HAL : hal-03945265. .
        •  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. HAL : hal-04378588.
    • Conferences (27)
      • International conferences with peer review (25)
        •  Jay Ram Lamichhane, Lionel Alletto, Wen-Feng Cong, Elana Dayoub, Amaury Depierre, Daniel Plaza Bonilla, Moritz Reckling, Sergio Saia, Elias Soltani et al. (2023). "Potential of soybean for relay cropping systems: what we know and what we don’t?". World Soybean Research Conference 11, 23 juin 2023, Vienna (Austria). HAL : hal-04165810.
        •  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). HAL : hal-04216811. .
        •  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. .
        •  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. .
        •  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. .
        •  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. .
        •  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. .
        •  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. .
        •  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). HAL : hal-04078465.
        •  Thomas Duboudin, Emmanuel Dellandréa, Corentin Abgrall, Gilles Hénaff & Liming Chen (2023). "Learning Less Generalizable Patterns for Better Test-Time Adaptation". 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023), 21 février 2023, Lisbonne (Portugal). ArXiv : 2210.09834. HAL : hal-03813534. .
        •  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. .
        •  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). HAL : hal-04093197. .
        •  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. .
        •  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) (France). HAL : hal-04393919.
        •  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). HAL : hal-04460000. .
        •  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). HAL : hal-04331707. .
        •  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. .
        •  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. .
        •  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. HAL : hal-04236928. .
        •  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. .
        •  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). ArXiv : 2306.03115. HAL : hal-04331629. .
        •  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.
        •  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). HAL : hal-04327354. .
      • 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 (1)
        •  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 (4)
      • Thesis (4)
        •  Jonas Lamy (2023). "Rehaussement de vaisseaux sanguins appliqué aux images médicales 3D". HAL : tel-04059924. .
        •  Devashish Lohani (2023). "Unsupervised deep learning for spatio-temporal representations of videos: application to video surveillance". HAL : tel-04108165. .
        •  Devashish Lohani (2023). "Unsupervised deep learning for spatio-temporal representations of videos : application to video surveillance". HAL : tel-04212763. .
        •  Thibault Douzon (2023). "Language Models for Document Understanding". HAL : tel-04459378. .
    • Others (7)
  • 2022 (53)
    • Journals (15)
    • Conferences (23)
      • International conferences with peer review (22)
      • National conferences with peer review (1)
        •  Mohamed Atamna, Iuliia Tkachenko & Serge Miguet (2022). "Détection de Deepfakes par Réseaux de Convolution : Performances et Limites Actuelles". XXVIIIème Colloque Francophone de Traitement du Signal et des Images, 6 septembre 2022, Nancy (France). HAL : hal-03769784. .
    • HDR, thesis (8)
      • Thesis (8)
        •  Xiangnan Yin (2022). "GAN-based face image synthesis and its application to face recognition". HAL : tel-03739829. .
        •  Théo Jaunet (2022). "Deep learning interpretability with visual analytics : Exploring reasoning and bias exploitation". HAL : tel-03827183. .
        •  Thomas Petit (2022). "Context-aware person recognition in TV programs". HAL : tel-03827700. .
        •  Nicolas Jacquelin (2022). "Analyse Automatique de Vidéos de Course de Natation Elite". HAL : tel-03927207. .
        •  Naji Najari (2022). "Détection d’anomalies robuste et non-supervisée : Appliquée à la supervision du trafic réseau". HAL : tel-04435750. .
        •  Ruiqi Dai (2022). "Continual class-incremental learning for autonomous object recognition in image sequences". HAL : tel-04047000. .
        •  Thomas Duboudin (2022). "Deep diversity learning for better generalization to unseen domains". HAL : tel-03986596. .
        •  Julia Cohen (2022). "Détection d'objets industriels à l'aide de modèles 3D dans des images égocentriques.". HAL : tel-03967014. .
    • Book edition (books, chapters, seminars, congress, special numbers) (2)
    • Reports (1)
      • Research reports/tecnical reports (1)
    • Others (4)
      •  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, Di Huang, Zehua Fu, Yunhong Wang & Liming Chen (2022). "Segmentation-Reconstruction-Guided Facial Image De-occlusion". ArXiv : 2112.08022. HAL : hal-03482857. .
      •  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 (78)
    • Journals (13)
    • Conferences (41)
      • International conferences with peer review (36)
      • National conferences with peer review (5)
        •  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.
        •  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. .
        •  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. .
        •  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. .
        •  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.
    • HDR, thesis (9)
      • HDR (1)
      • Thesis (8)
        •  Paul Compagnon (2021). "Sequence metric learning : Application to human activity recognition". HAL : tel-03407186. .
        •  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. .
        •  Clément Douarre (2021). "Spectro-imagerie et apprentissage profond : application à la détection de maladies de plantes". HAL : tel-04016133. .
        •  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-03690297. .
        •  Corentin Kervadec (2021). "Bias and reasoning in visual question answering". HAL : tel-03677970. .
    • 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)
      •  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.
      •  Stefan Duffner, Christophe Garcia, Khalid Idrissi & Atilla Baskurt (2021). "Similarity Metric Learning". Multi-faceted Deep Learning - Models and Data. HAL : hal-03465119. .
      •  Iuliia Tkachenko, Alain Trémeau & Thierry Fournel (2021). "Protection de documents par impression d’éléments anticopies". Sécurité multimédia 2 : Biométrie, protection et chiffrement multimédia. doi : 10.51926/ISTE.9027.ch2. HAL : hal-03326654.
    • Reports (2)
      • Research reports/tecnical reports (2)
        •  Simon Pageaud, Nicolas Ponthus, Romain Gauchon, Catherine Pothier, Christophe Rigotti, Anne Eyraud-Loisel, Jean-Pierre Bertoglio, Alexis Bienvenüe, François Gueyffier et al. (2021). "Adapting French COVID-19 vaccination campaign duration to variant dissemination". Research report. p. 24. HAL : hal-03294952. .
        •  Romain Gauchon, Nicolas Ponthus, Catherine Pothier, Christophe Rigotti, Vitaly Volpert, Stéphane Derrode, Jean-Pierre Bertoglio, Alexis Bienvenüe, Pierre-Olivier Goffard et al. (2021). "Lessons learnt from the use of compartmental models over the COVID-19 induced lockdown in France". Research report. p. 39. HAL : hal-03341704. .
    • Others (9)
  • 2020 (54)
    • Journals (13)
    • Conferences (30)
      • International conferences with peer review (28)
        •  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. .
        •  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.
        •  Edward Beeching, Jilles Dibangoye, Olivier Simonin & Christian Wolf (2020). "EgoMap: Projective mapping and structured egocentric memory for Deep RL". ECML-PKDD 2020 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 18 septembre 2020, ghent (Belgium), pp. 1-12. doi : 10.1007/978-3-030-67661-2_31. ArXiv : 2002.02286. HAL : hal-02864146.
        •  Fabien Baradel, Natalia Neverova, Julien Mille, Greg Mori & Christian Wolf (2020). "COPHY: Counterfactual Learning of Physical Dynamics". International Conference on Learning Representations, 26 avril 2020, Addis-Abeba (Ethiopia). ArXiv : 1909.12000. HAL : hal-02428585.
        •  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. .
        •  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. .
        •  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. .
        •  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.
        •  Debaleena Misra, Carlos Crispim-Junior & Laure Tougne (2020). "Patch-based CNN evaluation for bark classification". Workshop on Computer Vision Problems in Plant Phenotyping, 28 août 2020, Edinburgh (United Kingdom). HAL : hal-02969811. .
        •  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.
        •  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. .
        •  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.
        •  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.
        •  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. .
        •  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. .
        •  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. .
        •  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.
        •  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. .
        •  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.
        •  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.
        •  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. .
        •  Jan Bednařík, Shaifali Parashar, Erhan Gündogdu, Mathieu Salzmann & Pascal Fua (2020). "Shape Reconstruction by Learning Differentiable Surface Representations". CVPR, virtual (France). HAL : hal-04391589. .
        •  Shaifali Parashar, Mathieu Salzmann & Pascal Fua (2020). "Local Non-Rigid Structure-from-Motion from Diffeomorphic Mappings". CVPR, virtual (France). HAL : hal-04391595. .
        •  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.
      • National conferences with peer review (2)
        •  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. .
        •  Anthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner & Christophe Garcia (2020). "Compression de réseaux convolutifs par utilisation d’un terme de clarté l1/l2 sur les noyaux.". RFIAP, 23 juin 2020, Vannes (France). HAL : hal-02972510. .
    • HDR, thesis (5)
      • Thesis (5)
        •  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.
        •  Richard Marriott (2020). "Data-augmentation with synthetic identities for robust facial recognition". HAL : tel-03227437. .
        •  Quentin Debard (2020). "Automatic learning of next generation human-computer interactions". HAL : tel-03102842. .
        •  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. .
    • 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 (3)
  • 2019 (62)
  • 2018 (59)
    • Journals (16)
    • Conferences (34)
      • International conferences with peer review (29)
        •  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.
        •  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.
        •  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. .
        •  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. .
        •  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. .
        •  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. .
        •  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. .
        •  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.
        •  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.
        •  Fabien Baradel, Nathalia Neverova, Christian Wolf, Julien Mille & Greg Mori (2018). "Object Level Visual Reasoning in Videos". ECCV 2018 - European Conference on Computer Vision, 14 septembre 2018, Munich (Germany), pp. 1-17. HAL : hal-01828872. .
        •  Fabien Baradel, Christian Wolf & Julien Mille (2018). "Human Activity Recognition with Pose-driven Attention to RGB". BMVC 2018 - 29th British Machine Vision Conference, 6 septembre 2018, Newcastle (United Kingdom), pp. 1-14. HAL : hal-01828083. .
        •  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). "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. .
        •  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. .
        •  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.
        •  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. .
        •  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. .
        •  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). "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. .
        •  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. .
        •  Haoyu Li, Stéphane Derrode, Lamia Benyoussef & Wojciech Pieczynski (2018). "Free-walking 3D pedestrian large trajectory reconstruction from IMU sensors". EUSIPCO 2018: 26th European Signal Processing Conference, 7 septembre 2018, Rome (Italy), pp. 657-661. doi : 10.23919/EUSIPCO.2018.8553462. HAL : hal-01870621. .
        •  Mehdi Ayadi, Leo Valque, Mihaela Scuturici, Serge Miguet & Chokri Amar (2018). "The skyline as a marker for augmented reality in urban context". 13th International Symposium on Visual Computing, 19 novembre 2018, Las Vegas (United States of America). HAL : hal-01872631. .
        •  Shaifali Parashar, Adrien Bartoli & Daniel Pizarro (2018). "Self-Calibrating Isometric Non-Rigid Structure-from-Motion". ECCV, Munich (Germany). HAL : hal-04391622. .
        •  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.
        •  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. .
      • National conferences with peer review (4)
        •  Clément Douarre, Laure Tougne, Carlos Crispim-Junior, Anthony Gelibert & David Rousseau (2018). "Data simulation to improve supervised segmentation of apple scab images". 10e édition des Rencontres du végétal, 5 décembre 2018, Angers (France). HAL : hal-02183848.
        •  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. .
        •  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)
    • 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. .
        •  Sarah Bertrand (2018). "Analyse d'images pour l'identification multi-organes d'espèces végétales". HAL : tel-01951469. .
        •  Bastien Moysset (2018). "Détection, localisation et typage de texte dans des images de documents hétérogènes par Réseaux de Neurones Profonds". HAL : tel-01932920. .
    • Book edition (books, chapters, seminars, congress, special numbers) (2)
    • 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. .
      •  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.
      •  Wojciech Pieczynski, Stéphane Derrode, Ivan Gorynin & Emmanuel Monfrini (2018). "Triplet Markov models and fast smoothing in switching systems". HAL : hal-01864473. .
  • 2017 (45)
    • Journals (16)
    • 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. .
        •  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.
        •  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. .
        •  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.
        •  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. .
        •  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.
        •  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. .
        •  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. .
        •  Smrity Bhattarai, Arjuna Madanayake, Renato J. Cintra, Stefan Duffner & Christophe Garcia (2017). "Digital architecture for real-time CNN-based face detection for video processing". IEEE Cognitive Communications for Aerospace Applications Workshop (CCAA), 28 juin 2017, Cleveland (United States of America). doi : 10.1109/CCAAW.2017.8001608. HAL : hal-01574551.
        •  Fabien Baradel, Christian Wolf & Julien Mille (2017). "Human Action Recognition: Pose-based Attention draws focus to Hands". ICCV Workshop on Hands in Action, 23 octobre 2017, Venice (Italy). HAL : hal-01575390.
        •  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". International Conference on Document Analysis and Recognition, 15 novembre 2017, Kyoto (Japan). HAL : hal-01563124.
        •  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. .
        •  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. .
        •  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.
        •  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. .
        •  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. .
        •  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.
        •  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.
        •  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.
        •  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. .
        •  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.
      • 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)
    • 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)
  • 2016 (42)
    • Journals (9)
    • Conferences (28)
      • International conferences with peer review (24)
        •  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. .
        •  Parashar Shaifali, Daniel Pizarro & Adrien Bartoli (2016). "Isometric Non-Rigid Shape-from-Motion in Linear Time". CVPR, las Vegas (United States of America). HAL : hal-04391627. .
        •  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. .
        •  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.
        •  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. .
        •  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. .
        •  Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2016). "Polar Sine Based Siamese Neural Network for Gesture Recognition". International Conference on Artificial Neural Networks, 9 septembre 2016, Barcelona (Spain). doi : 10.1007/978-3-319-44781-0_48. HAL : hal-01369302. .
        •  Fei Zheng, Stéphane Derrode & Wojciech Pieczynski (2016). "Parameter estimation in conditionally Gaussian pairwise Markov switching models and unsupervised smoothing". MLSP 2016 : 26th International Workshop on Machine Learning for Signal Processing, 16 septembre 2016, Salerno (Italy). doi : 10.1109/MLSP.2016.7738907. HAL : hal-01371179. .
        •  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. .
        •  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. .
        •  Fatma Chabchoub, Yousri Kessentini, Slim Kanoun & Véronique Eglin (2016). "SmartATID: A mobile captured Arabic Text Images Dataset for multi-purpose recognition tasks". Internation Conference in Frontiers on Handwriting Recognition, 26 octobre 2016, Shenzhen (China). HAL : hal-01403764. .
        •  Mehdi Ayadi, Loreta Suta, Mihaela Scuturici, Serge Miguet & Chokri Amar (2016). "A Parametric Algorithm for Skyline Extraction". Advanced Concepts for Intelligent Vision Systems: 17th International Conference, ACIVS 2016, Lecce, Italy, October 24-27, 2016, Proceedings, 27 octobre 2016, Lecce (Italy), pp. 604-615. doi : 10.1007/978-3-319-48680-2_53. HAL : hal-01385542. .
        •  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. .
        •  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.
        •  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. .
        •  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.
        •  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. .
        •  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. .
        •  Clément Peyrard, Christophe Garcia & Moez Baccouche (2016). "Blind Super-Resolution with Deep Convolutional Neural Networks". ICANN 2016: 25th International Conference on Artificial Neural Networks, 9 septembre 2016, Barcelona (Spain), pp. 161-169. doi : 10.1007/978-3-319-44781-0_20. HAL : hal-01421034.
        •  Zied Bouyahia, Stéphane Derrode & Wojciech Pieczynski (2016). "An exact smoother in a fuzzy jump Markov switching model". 6th International Workshop on Representation, analysis and recognition of shape and motion FroM Imaging data (RFMI 2016), 29 octobre 2016, Sidi Bou Said (Tunisia). HAL : hal-01448543. .
        •  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.
      • National conferences with peer review (3)
        •  Sébastien George, Didier Coquin, Thierry Joliveau, Valéry Malécot & Laure Tougne (2016). "Conception d'applications ludo-éducatives mobiles en botanique". Ludovia 2016, 26 août 2016, Ax-les-Thermes (France). HAL : hal-01546798.
        •  Marylise Cottet, Julien Mille, Christian Wolf & Pierre Lemaire (2016). "Avancées méthodologiques pour mobiliser les technologies d'eye-tracking dans le cadre de recherches sur les perceptions environnementales". Eye-tracking day 2016, 23 juin 2016, Tours (France). HAL : halshs-01316282.
        •  Aurélie Leborgne, Julien Mille & Laure Tougne (2016). "Squelette hiérarchique pour la description de formes". RFIA (Reconnaissance de Formes et Intelligence Artificielle), 1 juillet 2016, Clermont-Ferrand (France). HAL : hal-01335715.
      • Other conferences (1)
        •  Jérôme Michalon, Florian Charvolin, Thierry Joliveau & Laure Tougne (2016). "La grammaire des arbres. Les régimes de perception et de cognition de l’environnement chez les utilisateurs de l’application Folia.". XXème Congrès de l'Association Internationale des Sociologues de Langue Française, CR 29 Sociologie de la Science et de l'innovation technologique, Montréal (Canada). HAL : halshs-01523558.
    • HDR, thesis (2)
      • Thesis (2)
        •  Huaxiong Ding (2016). "Combining 2D facial texture and 3D face morphology for estimating people's soft biometrics and recognizing facial expressions". HAL : tel-01593173. .
        •  Yuxing Tang (2016). "Weakly supervised learning of deformable part models and convolutional neural networks for object detection". HAL : tel-01538307. .
    • Book edition (books, chapters, seminars, congress, special numbers) (2)
      •  Guillaume Gravier, Claire-Hélène Demarty, Hervé Bredin, Ionescu Bogdan, Boididou Christina, Emmanuel Dellandréa, Choi Jaeyong, Michael A. Riegler, Sutcliffe Richard et al. (2016). "Working Notes Proceedings of the MediaEval Workshop". HAL : hal-01399674.
      •  Louisa Kessi, Frank Le Bourgeois & Christophe Garcia (2016). "AColDSS: Robust Unsupervised Automatic Color Segmentation System for Noisy Heterogeneous Document Images". European Project Space on Computer Vision, Graphics, Optics and PhotonicsBerlin, GermanyMarch, 2015Filipa Duarte (Ed.), SCITERESS, Sponsored and Organized by INSTICC Published by SCITEPRESS. HAL : hal-01272998.
    • Reports (1)
  • 2015 (56)
    • Journals (16)
    • Conferences (33)
      • International conferences with peer review (30)
        •  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. .
        •  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. .
        •  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. .
        •  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. .
        •  Shaifali Parashar, Daniel Pizarro, Adrien Bartoli & Toby Collins (2015). "As-Rigid-As-Possible Volumetric Shape-from-Template". ICCV, Santiago (Chile) (Chile). HAL : hal-04391639. .
        •  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. .
        •  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. .
        •  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.
        •  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.
        •  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. .
        •  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. .
        •  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. .
        •  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.
        •  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. .
        •  Pierre Lemaire, Hervé Piégay, Bruce Macvicar, Lise Vaudor, Christine Mouquet-Noppe & L. Tougne (2015). "An automatic video monitoring system for estimating driftwood discharge in large rivers". Third International Conference on WOOD WORLD RIVERS 3, 10 juillet 2015, Padova (Italy). HAL : halshs-01361639.
        •  Wei Chen, Mohsen Ardabilian, Abdelmalek Zine & Hassan Zahouani (2015). "Reflectance spectra based skin and non-skin classification". 2015 IEEE International Conference on Image Processing (ICIP), 30 septembre 2015, Quebec City (France), pp. 755-759. doi : 10.1109/ICIP.2015.7350900. HAL : hal-02074189.
        •  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. .
        •  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.
        •  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. .
        •  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. .
        •  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. .
        •  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. .
        •  Bastien Moysset, Christopher Kermorvant, Christian Wolf & Jérôme Louradour (2015). "Paragraph text segmentation into lines with Recurrent Neural Networks". International Conference on Document Analysis and Recognition, 26 août 2015, Tunisia (Tunisia). HAL : hal-01151760.
        •  Sonia Yousfi, Sid-Ahmed Berrani & Christophe Garcia (2015). "Deep Learning and Recurrent Connectionist-based Approaches for Arabic Text Recognition in Videos". 13th International Conference on Document Analysis and Recognition (ICDAR 2015), 26 août 2015, Tunis (Tunisia). HAL : hal-01152209.
        •  Walha Rim, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Alimi Adel (2015). "Joint Denoising and Magnification of Noisy Low-Resolution Textual Images". 13th International Conference on Document Analysis and Recognition (ICDAR 2015), 26 août 2015, Tunis (Tunisia). HAL : hal-01152207.
      • Other conferences (3)
        •  Mats Sjöberg, Yoann Baveye, Hanli Wang, Vu Lam Quang, Ionescu Bogdan, Emmanuel Dellandréa, Markus Schedl, Claire-Hélène Demarty & Liming Chen (2015). "The MediaEval 2015 Affective Impact of Movies Task". MediaEval 2015 Workshop, Wurzen (Germany). HAL : hal-01375754.
        •  Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Emmanuel Dellandréa, Robert Gaizauskas, Villegas Mauricio & Krystian Mikolajczyk (2015). "Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task.". CLEF2015 Working Notes, Toulouse (France). HAL : hal-01375629.
        •  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. .
    • HDR, thesis (5)
      • Thesis (5)
        •  Dongming Chen (2015). "Contributions to accurate and efficient cost aggregation for stereo matching". HAL : hal-01512628.
        •  Matthieu Rogez (2015). "Utilisation du contexte pour la détection et le suivi d'objets en vidéosurveillance". HAL : hal-01512618.
        •  Xiaofang Wang (2015). "Graph based approaches for image segmentation and object tracking". HAL : tel-01303748. .
        •  Yoann Baveye (2015). "Automatic prediction of emotions induced by movies". HAL : tel-01272240. .
        •  Baptiste Chu (2015). "Neutralisation des expressions faciales pour améliorer la reconnaissance du visage". HAL : tel-01225809. .
    • Reports (2)
  • 2014 (72)
    • Journals (22)
      • International journals with peer review (21)
        •  Noufel Abbassi, Stéphane Derrode, François Desbouvries, Yohan Petetin & Wojciech Pieczynski (2014). "Filtrage statistique optimal rapide dans des systèmes linéaires à sauts non stationnaires". Traitement du Signal, vol. 31, 3-4, pp. 339-361. doi : 10.3166/TS.31.1-23. HAL : hal-01157813. .
        •  Guillaume Cerutti, Laure Tougne, Didier Coquin & Antoine Vacavant (2014). "Leaf margins as sequences: A structural approach to leaf identification". Pattern Recognition Letters, vol. 49, #2014, pp. 177-184. doi : 10.1016/j.patrec.2014.07.016. HAL : hal-01095539.
        •  Khaoula Elagouni, Christophe Garcia, Franck Mamalet & Pascale Sébillot (2014). "Text Recognition in Multimedia Documents: A Study of two Neural-based OCRs Using and Avoiding Character Segmentation". International Journal on Document Analysis and Recognition, vol. 17, #1, pp. 19-31. doi : 10.1007/s10032-013-0202-7. HAL : hal-00867225. .
        •  Ngoc-Son Vu, Thanh Phuong Nguyen & Christophe Garcia (2014). "Improving Texture Categorization with Biologically Inspired Filtering". Image and Vision Computing, vol. 3, pp. 424-436. HAL : hal-01584903.
        •  Hayet Boughrara, Mohamed Chtourou, Chokri Ben-Amar & Liming Chen (2014). "Facial expression recognition based on a mlp neural network using constructive training algorithm". Multimedia Tools and Applications, pp. 1-23. doi : 10.1007/s11042-014-2322-6. HAL : hal-01301113.
        •  Di Huang, Yinhang Tang, Yiding Wang, Liming Chen & Yunhong Wang (2014). "Hand-Dorsa Vein Recognition by Matching Local Features of Multisource Keypoints". IEEE Transactions on Cybernetics, vol. PP, pp. 1823-1837. doi : 10.1109/TCYB.2014.2360894. HAL : hal-01301112. .
        •  Huibin Li, Di Huang, Jean-Marie Morvan, Yunhong Wang & Liming Chen (2014). "Towards 3D Face Recognition in the Real: A Registration-Free Approach using Fine-Grained Matching of 3D Keypoint Descriptors". International Journal of Computer Vision, pp. 1-14. doi : 10.1007/s11263-014-0785-6. HAL : hal-01301114.
        •  Di Huang, Huaxiong Ding, Chen Wang, Yunhong Wang, Guangpeng Zhang & Liming Chen (2014). "Local circular patterns for multi-modal facial gender and ethnicity classification". Image and Vision Computing, vol. 32, #12, pp. 1181-1193. doi : 10.1016/j.imavis.2014.06.009. HAL : hal-01301111. .
        •  Di Huang, Chao Zhu, Yunhong Wang & Liming Chen (2014). "HSOG: A Novel Local Image Descriptor Based on Histograms of the Second-Order Gradients". IEEE Transactions on Image Processing, vol. 23, pp. 4680-4695. doi : 10.1109/TIP.2014.2353814. HAL : hal-01301110.
        •  Dongming Chen, Mohsen Ardabilian & Liming Chen (2014). "A Fast Trilateral Filter based Adaptive Support Weight Method for Stereo Matching". IEEE Transactions on Circuits and Systems for Video Technology, vol. PP, pp. 1-14. doi : 10.1109/TCSVT.2014.2361422. HAL : hal-01301109.
        •  Hayet Boughrara, Mohamed Chtourou, Chokri Ben-Amar & Liming Chen (2014). "Face recognition based on perceived facial images and multilayer perceptron neural network using constructive training algorithm". IET Computer Vision, vol. 8, pp. 729-739. doi : 10.1049/iet-cvi.2013.0294. HAL : hal-01301128.
        •  Huibin Li, Di Huang, Jean-Marie Morvan, Liming Chen & Yunhong Wang (2014). "Expression-robust 3D face recognition via weighted sparse representation of multi-scale and multi-component local normal patterns". Neurocomputing, vol. 133, pp. 179-193. doi : 10.1016/j.neucom.2013.11.018. HAL : hal-01271744. .
        •  Stefan Duffner & Jean-Marc Odobez (2014). "Leveraging Colour Segmentation for Upper-Body Detection". Pattern Recognition, vol. 47, pp. 2222-2230. doi : 10.1016/j.patcog.2013.12.014. HAL : hal-01270720.
        •  Mokhtar Taffar, Serge Miguet & Mohammed Benmohammed (2014). "Probabilistic Modeling for Face Detection and Gender Classification". International Journal of Computer Vision and Image Processing (IJCVIP), vol. 4, pp. 30-39. doi : 10.4018/ijcvip.2014010103. HAL : hal-01301083.
        •  Mingyuan Jiu, Christian Wolf, Graham W. Taylor & Atilla Baskurt (2014). "Human body part estimation from depth images via spatially-constrained deep learning". Pattern Recognition Letters, vol. 50, pp. 122-129. HAL : hal-01269994. .
        •  Imane Daoudi & Khalid Idrissi (2014). "A fast and efficient fuzzy approximation-based indexing for CBIR". Multimedia Tools and Applications, pp. 4507-4533. doi : 10.1007/s11042-013-1820-2. HAL : hal-01270672.
        •  Christian Wolf, Eric Lombardi, Julien Mille, Oya Celiktutan, Mingyuan Jiu, Emre Dogan, Gonen Eren, Moez Baccouche, Emmanuel Dellandréa et al. (2014). "Evaluation of video activity localizations integrating quality and quantity measurements". Computer Vision and Image Understanding, vol. 127, pp. 14-30. doi : 10.1016/j.cviu.2014.06.014. HAL : hal-01283866. .
        •  Imtiaz Ali, Julien Mille & Laure Tougne (2014). "Adding a rigid motion model to foreground detection: Application to moving object detection in rivers". Pattern Analysis and Applications, vol. 17, pp. 567-585. doi : 10.1007/s10044-013-0346-6. HAL : hal-01301035.
        •  Toru Nakashika, Toshiya Yoshioka, Tetsuya Takiguchi, Yasuo Ariki, Stefan Duffner & Christophe Garcia (2014). "Convolutive Bottleneck Network with Dropout for Dysarthric Speech Recognition". Transactions on Machine Learning and Artificial Intelligence, vol. 2, pp. 1-15. doi : 10.14738/tmlai.22.150. HAL : hal-01301040. .
        •  Antoine Vacavant, Laure Tougne, Lionel Robinault & Thierry Chateau (2014). "Special section on background models comparison". Computer Vision and Image Understanding, vol. 122, pp. 1-3. HAL : hal-01296377.
        •  Djamel Gaceb, Véronique Eglin & Frank Le Bourgeois (2014). "Classification of business documents for real time application". Journal of Real-Time Image Processing, vol. 9, pp. 329-345. doi : 10.1007/s11554-011-0227-4. HAL : hal-01300863.
      • National journals with peer review (1)
        •  Wang Peng, Véronique Eglin, Christine Largeron, Christophe Garcia, Josep Lladós & Alicia Fornés (2014). "Représentation des mots manuscrits par graphe pour la recherche par similarité". Document numérique - Revue des sciences et technologies de l'information. Série Document numérique, vol. 17, #3, pp. 53-75. doi : 10.3166/dn.17.3.53-75. HAL : hal-01223299.
    • Conferences (41)
      • International conferences with peer review (32)
        •  Rim Walha, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Mohamed Adel Alimi (2014). "Histogram of Structure Tensors: Application to Pattern Clustering". International Conference on Computer Graphics, Visualization and Computer Vision 2014 (WSCG 2014), 2 juin 2014, Pizen (Czech Republic). HAL : hal-01584905.
        •  Rim Walha, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Mohamed Adel Alimi (2014). "A Sparse Coding based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images". 14th International Conference on Frontiers in Handwriting Recognition (ICFHR-2014), 1 septembre 2014, Crete (Greece). doi : 10.1109/ICFHR.2014.122. HAL : hal-01584904.
        •  Laurent D. Cohen, Julien Mille & Sébastien Bougleux (2014). "Minimally Overlapping Combination of Geodesic Paths for Interactive Segmentation". Research Workshop on Shape and Image Modeling and Analysis (SIMA), 28 mai 2014, Ein-Gedi (Israel). HAL : hal-01100416.
        •  Ying Lu, Liming Chen, Alexandre Saidi, Zhaoxiang Zhang & Yunhong Wang (2014). "Learning visual categories through a sparse representation classifier based cross-category knowledge transfer". 2014 IEEE International Conference on Image Processing (ICIP), 30 octobre 2014, Paris (France), pp. 165-169. doi : 10.1109/ICIP.2014.7025032. HAL : hal-02070162.
        •  Claire D'agostino, Alexandre Saidi, Gilles Scouarnec & Liming Chen (2014). "Rational truck driving and its correlated driving features in extra-urban areas". 2014 IEEE Intelligent Vehicles Symposium (IV), 11 juin 2014, Lyon (France), pp. 1199-1204. doi : 10.1109/IVS.2014.6856440. HAL : hal-02070141.
        •  Julien Mille, Sébastien Bougleux & Laurent D. Cohen (2014). "Combination of piecewise-geodesic curves for interactive image segmentation". 8th international Conference on Curves and Surfaces, 18 juin 2014, paris (France). HAL : hal-01100406. .
        •  Taygun Kekec, Rémi Emonet, Elisa Fromont, Alain Trémeau & Christian Wolf (2014). "Contextually Constrained Deep Networks for Scene Labeling". British Machine Vision Conference, 2014, 5 septembre 2014, Nottingham (United Kingdom), to be published. HAL : hal-01020539. .
        •  Alaeddine Mihoub, Gérard Bailly & Christian Wolf (2014). "Modeling Perception-Action Loops: Comparing Sequential Models with Frame-Based Classifiers". HAI 2014 - 2nd International Conference on Human-Agent Interaction, 31 octobre 2014, Tsukuba (Japan), pp. 309-314. HAL : hal-01061454. .
        •  Sonia Yousfi, Sid-Ahmed Berrani & Christophe Garcia (2014). "Arabic text detection in videos using neural and boosting-based approaches: Application to video indexing". International Conference on Image Processing (ICIP), 27 octobre 2014, Paris (France). HAL : hal-01584915.
        •  Wuming Zhang, Di Huang, Dimitris Samaras, Jean-Marie Morvan, Yunhong Wang & Liming Chen (2014). "3D assisted face recognition via progressive pose estimation". IEEE International Conference on Image Processing (ICIP) 2014, 27 octobre 2014, Paris (France), pp. 728-732. doi : 10.1109/ICIP.2014.7025146. HAL : hal-01301118. .
        •  Christine Largeron, Véronique Eglin, Christophe Garcia, Peng Wang, Llados J. & Fornes A. (2014). "A novel learning-free word spotting approach based on graph representation". 11th IAPR workshop on Document Analysis System (DAS 2014), 10 juillet 2014, Tours (France), xx. HAL : ujm-01017651.
        •  Matej Kristan, Roman Pflugfelder, Ales Leonardis, Jiri Matas, Luka Cehovin, Georg Nebehay, Tomas Vojir, Gustavo Fernández, Alan Lukezic et al. (2014). "The Visual Object Tracking VOT2014 challenge results". Computer Vision - ECCV 2014 -Workshop on Visual Object Tracking Challenge (VOT2014), 6 septembre 2014, Zurich (Switzerland), pp. 1-27. doi : 10.1007/978-3-319-16181-5_14. HAL : hal-01301090. .
        •  Matthieu Rogez, Lionel Robinault & Laure Tougne (2014). "A 3D Tracker for Ground-Moving Objects". International Symposium on Visual Computing (ISVC), 8 décembre 2014, Las Vegas (United States of America), pp. 695-705. HAL : hal-01301102.
        •  Yuxing Tang, Xiaofang Wang, Emmanuel Dellandréa, Simon Masnou & Liming Chen (2014). "Fusing Generic Objectness and Deformable Part-based Models for Weakly Supervised Object Detection". International Conference on Image Processing (ICIP), 27 octobre 2014, Paris (France), pp. 4072-4076. HAL : hal-01301105.
        •  Toru Nakashika, Toshiya Yoshioka, Tetsuya Takiguchi, Yasuo Ariki, Stefan Duffner & Christophe Garcia (2014). "Dysarthric Speech Recognition Using a Convolutive Bottleneck Network". IEEE International Conference on Signal Processing (ICSP), 19 octobre 2014, HangZhou (China), pp. 505-509. HAL : hal-01301122.
        •  Baptiste Chu, Sami Romdhani & Liming Chen (2014). "3D-Aided Face Recognition from Videos". 2014 5th IEEE European Workshop on Visual Information Processing (EUVIP), 10 décembre 2014, Paris (France), pp. 1-6. HAL : hal-01313196.
        •  Christine Largeron, Peng Wang, Véronique Eglin & Christophe Garcia (2014). "Handwritten Word Spotting Based on A Hybrid Optimal Distance". International Conference on Image Processing (ICIP 2014), 30 octobre 2014, Paris (France), xxx.