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 Établissement Implantation
Mahmoud Ahmed Ali PhD student École Centrale de Lyon Écully (ECL)
Guillaume Anoufa PhD student Autre Blaise Pascal (INSA)
Mohsen Ardabilian Associate Professor École Centrale de Lyon Écully (ECL)
Mehdi Atamna PhD student Université Lumière Lyon 2 Bron (Université Lyon2)
Théophile Baggio PhD student Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
Atilla Baskurt Professor Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
Mathis Baubriaud PhD student Autre Écully (ECL)
Cédric Boscher PhD student Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
Stéphane Bres Associate Professor Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
Lipeng Cai PhD student Institut National des Sciences Appliquées de Lyon Nautibus (Université Lyon1), 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)
Khadijetou Cheikh Mohamed Fadel PhD student Autre Blaise Pascal (INSA)
Ruochen Chen PhD student Centre National de la Recherche Scientifique Écully (ECL)
Liming Chen Professor École Centrale de Lyon Écully (ECL)
Carlos Crispim-Junior Associate Professor Université Lumière Lyon 2 Bron (Université Lyon2)
Rémi Decelle Post-doctoral tenure INSAVALOR Blaise Pascal (INSA), Bron (Université Lyon2)
Emmanuel Dellandréa Associate Professor École Centrale de Lyon Écully (ECL)
Stéphane Derrode Professor École Centrale de Lyon Écully (ECL)
Juliana Do Nascimento Damurie Da Silva PhD student Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
Thibault Douzon PhD student Autre Blaise Pascal (INSA)
Stefan Duffner Associate Professor Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
Guillaume Duret PhD student École Centrale de Lyon Écully (ECL)
Véronique Eglin Professor Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
Yannick Faula Research Engineer Institut National des Sciences Appliquées de Lyon Blaise Pascal (INSA)
E.g., 27/03/2023
E.g., 27/03/2023

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

  • 2023 (6)
  • 2022 (36)
    • Journals (7)
    • Conferences (16)
      • International conferences with peer review (15)
        •  Pierre Marza, Laëtitia Matignon, Olivier Simonin & Christian Wolf (2022). "Teaching Agents how to Map: Spatial Reasoning for Multi-Object Navigation". IROS 2022 – IEEE/RSJ International Conference on Intelligent Robots and Systems, 27 octobre 2022, Kyoto (Japan) (Japan). HAL : hal-03940658. .
        •  Romain Guesdon, Carlos Crispim-Junior & Laure Tougne (2022). "Multitask Metamodel for Keypoint Visibility Prediction in Human Pose Estimation". International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 6 février 2022, Virtual Conference (France). HAL : hal-03471147. .
        •  Sofiane Medjram, Véronique Eglin & Stéphane Bres (2022). "Challenging children handwriting recognition study exploiting synthetic, mixed and real data". International Workshop on Document Analysis Systems, 23 juin 2022, La Rochelle (France). HAL : hal-03614679.
        •  Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2022). "Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection". The 36th International Conference on Advanced Information Networking and Applications (AINA), 2022, 13 avril 2022, Sydney (Australia). HAL : hal-03542451. .
        •  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN". Extraction et Gestion des Connaissances, 28 janvier 2022, Blois (France), pp. 159-170. HAL : hal-03921033. .
        •  Thomas Duboudin, Emmanuel Dellandréa, Corentin Abgrall, Gilles Hénaff & Liming Chen (2022). "Look Beyond Bias with Entropic Adversarial Data Augmentation". International Conference on Pattern Recognition (ICPR) 2022, 25 août 2022, Montréal (Canada). ArXiv : 2301.03844. HAL : hal-03813525. .
        •  Mathieu François, Véronique Eglin & Maxime Biou (2022). "Text detection and post-OCR correction in Engineering Documents". International Workshop on Document Analysis System, 23 mai 2022, La Rochelle (France). HAL : hal-03616017.
        •  Catherine Pothier, Louis Vinet, Nicole Bouillod & Ophelia Bounpraseuth (2022). "LES FONTIS DE LA VILLE DE LYON ENTRE 1960 ET 2009 : CAUSES ET TYPOLOGIE". 11emes Journées Nationales de Géotechnique et de Géologie de l’Ingénieur (JNGG 2022), Lyon (France). HAL : hal-03711689. .
        •  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "What Does My GNN Really Capture? On Exploring Internal GNN Representations". International Joint Conference on Artificial Intelligence 2022, 22 juillet 2022, Vienna (Austria). HAL : hal-03700710. .
        •  Catherine Pothier, Louis Vinet, Nicole Bouillod & Ophelia Bounpraseuth (2022). "Les fontis de la Ville de Lyon entre 1960 et 2009 : typologie et causes.". 11èmes journées nationales de géotechnique et de géologie de l’ingénieur, 30 juin 2022, Lyon (France). HAL : hal-03719841. .
        •  Nicolas Jacquelin, Romain Vuillemot & Stefan Duffner (2022). "Efficient One-Shot Sports Field Image Registration with Arbitrary Keypoint Segmentation". IEEE International Conference on Image Processing, 16 octobre 2022, Bordeaux (France). HAL : hal-03738153. .
        •  Thibault Douzon, Stefan Duffner, Christophe Garcia & Jérémy Espinas (2022). "Improving Information Extraction on Business Documents with Specific Pre-Training Tasks". Document Analysis Systems 15th IAPR International Workshop, DAS 2022, 23 mai 2022, La Rochelle (France), pp. 111-125. doi : 10.1007/978-3-031-06555-2_8. HAL : hal-03676134. .
        •  Steeven Janny, Fabien Baradel, Natalia Neverova, Madiha Nadri, Greg Mori & Christian Wolf (2022). "Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space". International Conference on Learning Representations, 25 avril 2022, Virtuel (United States of America). HAL : hal-03630595. .
        •  Felix Yriarte, Pauline Puteaux & Iuliia Tkachenko (2022). "A Two-Step Method for Ensuring Printed Document Integrity using Crossing Number Distances". 2022 IEEE International Workshop on Information Forensics and Security (WIFS 2022), 16 décembre 2022, Shanghai (en ligne) (China). HAL : hal-03788148. .
        •  Devashish Lohani, Carlos Crispim-Junior, Quentin Barthélemy, Sarah Bertrand, Lionel Robinault & Laure Tougne (2022). "UNSUPERVISED AND ADAPTIVE PERIMETER INTRUSION DETECTOR". IEEE International Conference on Image Processing (ICIP), 16 octobre 2022, Bordeaux (France). HAL : hal-03800865. .
      • National conferences with peer review (1)
        •  Mohamed Atamna, Iuliia Tkachenko & Serge Miguet (2022). "Détection de Deepfakes par Réseaux de Convolution : Performances et Limites Actuelles". XXVIIIème Colloque Francophone de Traitement du Signal et des Images, 6 septembre 2022, Nancy (France). HAL : hal-03769784. .
    • HDR, thesis (6)
      • Thesis (6)
        •  Nicolas Jacquelin (2022). "Automatic Analysis of Elite Swimming Race Videos". HAL : tel-03927207. .
        •  Xiangnan Yin (2022). "GAN-based face image synthesis and its application to face recognition". HAL : tel-03739829. .
        •  Théo Jaunet (2022). "Deep learning interpretability with visual analytics : Exploring reasoning and bias exploitation". HAL : tel-03827183. .
        •  Thomas Petit (2022). "Context-aware person recognition in TV programs". HAL : tel-03827700. .
        •  Julia Cohen (2022). "Détection d'objets industriels à l'aide de modèles 3D dans des images égocentriques.". HAL : tel-03967014. .
        •  Thomas Duboudin (2022). "Deep diversity learning for better generalization to unseen domains". HAL : tel-03986596. .
    • Book edition (books, chapters, seminars, congress, special numbers) (2)
    • Reports (1)
      • Research reports/tecnical reports (1)
        •  Carlos Crispim-Junior, Romain Guesdon, Christophe Jallais, Florent Laroche, Stephanie Souche-Le Corvec, Xuguang Wang, Georges Beurier & Laure Rodet (2022). "AutoExp: A multidisciplinary, multi-sensor framework to evaluate the acceptability of self-driving cars". HAL : hal-03825090. .
    • Others (4)
      •  Jonas Lamy, Thibault Pelletier, Guillaume Lienemann, Benoît Magnin, Bertrand Kerautret, Nicolas Passat, Julien Finet & Antoine Vacavant (2022). "A new 3D Slicer plug-in for the interactive annotation and segmentation of liver anatomy". EASL Liver Cancer Summit (LCS), En ligne (France). Poster. HAL : hal-03503706. .
      •  Xiangnan Yin, Di Huang, Zehua Fu, Yunhong Wang & Liming Chen (2022). "Segmentation-Reconstruction-Guided Facial Image De-occlusion". ArXiv : 2112.08022. HAL : hal-03482857. .
      •  Quentin Gallouédec & Emmanuel Dellandréa (2022). "Cell-Free Latent Go-Explore". ArXiv : 2208.14928. HAL : hal-03769875.
      •  Steeven Janny, Quentin Possamaï, Laurent Bako, Christian Wolf & Madiha Nadri (2022). "Learning Reduced Nonlinear State-Space Models: an Output-Error Based Canonical Approach". HAL : hal-03672151. .
  • 2021 (58)
  • 2020 (50)
  • 2019 (59)
  • 2018 (57)
    • Journals (15)
    • Conferences (33)
      • International conferences with peer review (28)
        •  Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé & Jean-Louis Mugnier (2018). "Finding Complementary and Reliable Patterns in Displacement Field Time Series of Alpine Glaciers". IGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium, 27 juillet 2018, Valencia (Spain), pp. 4213-4216. HAL : hal-01868749. .
        •  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2018). "Person Re-identification using group context". Advanced Concepts for Intelligent Vision systems, 24 septembre 2018, Poitiers (France). HAL : hal-01895373. .
        •  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2018). "SIMILARITY LEARNING WITH LISTWISE RANKING FOR PERSON RE-IDENTIFICATION". International conference on image processing, 8 octobre 2018, Athenes (Greece). HAL : hal-01895355. .
        •  Özgür Erkent, Christian Wolf, Christian Laugier, David Sierra González & Victor Romero Cano (2018). "Semantic Grid Estimation with a Hybrid Bayesian and Deep Neural Network Approach". IROS 2018 - IEEE/RSJ International Conference on Intelligent Robots and Systems, 5 octobre 2018, Madrid (Spain), pp. 1-8. HAL : hal-01881377. .
        •  Maxime Petit, Amaury Depierre, Xiaofang Wang, Emmanuel Dellandréa & Liming Chen (2018). "Developmental Bayesian Optimization of Black-Box with Visual Similarity-Based Transfer Learning". IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), 20 septembre 2018, Tokyo (Japan). ArXiv : 1809.10141. HAL : hal-01880071. .
        •  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2018). "Person Re-identification with a Body Orientation-Specific Convolutional Neural Network". Advanced Concepts for Intelligent Vision systems, 24 septembre 2018, Poitiers (France). HAL : hal-01895374. .
        •  Quentin Debard, Christian Wolf, Stephane Canu & Julien Arné (2018). "Learning to Recognize Touch Gestures: Recurrent vs. Convolutional Features and Dynamic Sampling". FG'2018 - 13th IEEE International Conference on Automatic Face and Gesture Recognition, 19 mai 2018, Xi'An (China), pp. 114-121. doi : 10.1109/FG.2018.00026. ArXiv : 1802.09901. HAL : hal-02302545. .
        •  Haoyu Li, Stéphane Derrode, Lamia Benyoussef & Wojciech Pieczynski (2018). "Free-walking 3D pedestrian large trajectory reconstruction from IMU sensors". EUSIPCO 2018: 26th European Signal Processing Conference, 7 septembre 2018, Rome (Italy), pp. 657-661. doi : 10.23919/EUSIPCO.2018.8553462. HAL : hal-01870621. .
        •  Mehdi Ayadi, Leo Valque, Mihaela Scuturici, Serge Miguet & Chokri Amar (2018). "The skyline as a marker for augmented reality in urban context". 13th International Symposium on Visual Computing, 19 novembre 2018, Las Vegas (United States of America). HAL : hal-01872631. .
        •  Jiaxu Wei, Lihui Wang, Hongjiang Wei, Yuyao Zhang, Xinyu Cheng, Feng Yang & Yuemin Zhu (2018). "Quantitative Susceptibility Mapping for Drug-Addicted Human Brain". 2018 14th IEEE International Conference on Signal Processing (ICSP), Beijing (China), pp. 1184-1188. HAL : hal-02072933.
        •  Zehua Fu & Mohsen Ardabilian (2018). "Multi-size Pooling for Stereo Matching Cost". 2018 14th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), 29 novembre 2018, Las Palmas de Gran Canaria (France), pp. 216-223. doi : 10.1109/SITIS.2018.00040. HAL : hal-02465073.
        •  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2018). "Pedestrian attribute recognition with part-based CNN and combined feature representations". VISAPP2018, 27 janvier 2018, Funchal (Portugal). HAL : hal-01625470. .
        •  Yongzhe Yan, Xavier Naturel, Thierry Chateau, Stefan Duffner, Christophe Garcia & Christophe Blanc (2018). "A survey of deep facial landmark detection". RFIAP, Paris (France). HAL : hal-02892002. .
        •  Fei Zheng, Stéphane Derrode & Wojciech Pieczynski (2018). "Fast exact filtering in generalized conditionally observed Markov switching models with copulas". TAIMA 2018: Traitement et Analyse de l'Information Méthodes et Applications, 30 avril 2018, Hammamet (Tunisia). HAL : hal-01786221. .
        •  Stéphane Derrode, Haoyu Li, Lamia Benyoussef & Wojciech Pieczynski (2018). "Unsupervised pedestrian trajectory reconstruction from IMU sensors". TAIMA 2018: Traitement et Analyse de l'Information Méthodes et Applications, 5 mai 2018, Hammamet (Tunisia). HAL : hal-01786223. .
        •  Yannick Faula, Stéphane Bres & Véronique Eglin (2018). "A Fast Local Analysis by Thresholding applied to image matching". ICPR 2018, nternational Conference on Pattern Recognition, 24 août 2018, Pékin (France). HAL : hal-01789445.
        •  Amaury Depierre, Emmanuel Dellandréa & Liming Chen (2018). "Jacquard: A Large Scale Dataset for Robotic Grasp Detection". IEEE/RSJ International Conference on Intelligent Robots and Systems, Madrid (Spain). ArXiv : 1803.11469. HAL : hal-01753862. .
        •  Bonan Cuan, Aliénor Damien, Claire Delaplace & Mathieu Valois (2018). "Malware Detection in PDF Files Using Machine Learning". SECRYPT 2018 - 15th International Conference on Security and Cryptography, 28 juillet 2018, Porto (Portugal), 8p. HAL : hal-01704766. .
        •  Fabien Baradel, Christian Wolf, Julien Mille & Graham W. Taylor (2018). "Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points". CVPR 2018 - Computer Vision and Pattern Recognition, 22 juin 2018, Salt Lake City (United States of America), pp. 1-10. HAL : hal-01713109. .
        •  Xingyu Pan & Laure Tougne (2018). "Image Anaysis and Deep Learning for Aiding Professional Coin Grading". International Conference on Image Video Processing and Artificial Intelligence, 17 août 2018, Shanghai (China). doi : 10.1117/12.2500142. HAL : hal-01795304. .
        •  Fabrice Jumel, Jacques Saraydaryan, Raphael Leber, Laëtitia Matignon, Eric Lombardi, Christian Wolf & Olivier Simonin (2018). "Context Aware Robot Architecture, Application to the RoboCup@Home Challenge". RoboCup symposium, 22 juin 2018, Montreal (Canada), pp. 1-12. doi : 10.1007/978-3-030-27544-0_17. HAL : hal-01832613. .
        •  Fabien Baradel, Nathalia Neverova, Christian Wolf, Julien Mille & Greg Mori (2018). "Object Level Visual Reasoning in Videos". ECCV 2018 - European Conference on Computer Vision, 14 septembre 2018, Munich (Germany), pp. 1-17. HAL : hal-01828872. .
        •  Fabien Baradel, Christian Wolf & Julien Mille (2018). "Human Activity Recognition with Pose-driven Attention to RGB". BMVC 2018 - 29th British Machine Vision Conference, 6 septembre 2018, Newcastle (United Kingdom), pp. 1-14. HAL : hal-01828083. .
        •  Bonan Cuan, Khalid Idrissi & Christophe Garcia (2018). "Deep Siamese Network for Multiple Object Tracking". IEEE 20th International Workshop on Multimedia Signal Processing (MMSP 2018), 29 août 2018, Vancouver (Canada). HAL : hal-01807982.
        •  Aurélie Leborgne, Julien Mille & L. Tougne (2018). "Automatic extraction of leaf network of veins". IAMPS - International Workshop on Image Analysis Methods for the Plant Sciences, 23 janvier 2018, Nottingham (United Kingdom). HAL : hal-01704848.
        •  Yannick Faula, Stéphane Bres & Véronique Eglin (2018). "FLASH: a new key structure extraction used for line or crack detection and image matching". International Conference on Computer Vision Theory and Applications (Visapp 2018), 29 janvier 2018, Funchal, Madeira (Portugal). HAL : hal-01636680.
        •  Arnaud Dapogny, Charline Grossard, Stephanie Hun, Sylvie Serret, Jérémy Bourgeois, Hedy Jean-Marie, Pierre Foulon, Huaxiong Ding, Liming Chen et al. (2018). "JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions". 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018), 19 mai 2018, Xi'an (France), pp. 723-730. doi : 10.1109/FG.2018.00114. HAL : hal-02076870.
        •  Zhixing Chen, Di Huang, Yunhong Wang & Liming Chen (2018). "Fast and Light Manifold CNN based 3D Facial Expression Recognition across Pose Variations". 2018 ACM Multimedia Conference, 26 octobre 2018, Seoul (Korea (South)), pp. 229-238. HAL : hal-02130351.
      • National conferences with peer review (4)
        •  Clément Douarre, Laure Tougne, Carlos Crispim-Junior, Anthony Gelibert & David Rousseau (2018). "Data simulation to improve supervised segmentation of apple scab images". 10e édition des Rencontres du végétal, 5 décembre 2018, Angers (France). HAL : hal-02183848.
        •  Jordan Drapeau, Thierry Géraud, Mickaël Coustaty, Joseph Chazalon, Jean-Christophe Burie, Véronique Eglin & Stéphane Bres (2018). "Extraction du contenu de cartes historiques à partir d’un arbre des composantes connexes". Symposium International Francophone sur l'Écrit et le Document, 1 juin 2018, Tours (France). HAL : hal-02890294.
        •  Élodie Faure, Rémi Ratajczak, Carlos Crispim-Junior, Olivia Pérol, Laure Tougne & Béatrice Fervers (2018). "Development of a software based on automatic multi-temporal aerial images classification to assess retrospective environmental exposures to pesticides in epidemiological studies". CLARA 2018 Cancer Research Forum, 3 avril 2018, Lyon (France). HAL : hal-01784654. .
        •  Rémi Ratajczak, Carlos Crispim-Junior, Élodie Faure, Béatrice Fervers & Laure Tougne (2018). "Reconstruction automatique de l'occupation du sol à partir d'images aériennes historiques monochromes : une étude comparative". Conférence Française de Photogrammétrie et de Télédétection (CFPT), 26 juin 2018, Marne-la-Vallée (France). HAL : hal-01827773. .
      • Other conferences (1)
    • HDR, thesis (4)
      • Thesis (4)
        •  Yiqiang Chen (2018). "Person re-identification in images with deep learning". HAL : tel-02090746. .
        •  Xingyu Pan (2018). "Analyse de formes et de textures : application à l'identification et à l'aide de la gradation des pièces de monnaie". HAL : tel-01916100. .
        •  Sarah Bertrand (2018). "Analyse d'images pour l'identification multi-organes d'espèces végétales". HAL : tel-01951469. .
        •  Bastien Moysset (2018). "Détection, localisation et typage de texte dans des images de documents hétérogènes par Réseaux de Neurones Profonds". HAL : tel-01932920. .
    • Book edition (books, chapters, seminars, congress, special numbers) (3)
      •  Bertrand Kerautret, Miguel Colom, Daniel Lopresti, Pascal Monasse & Hugues Talbot (2018). "Reproducible Research in Pattern Recognition, Second International Workshop, RRPR 2018". HAL : hal-02172999. .
      •  Jordan Drapeau, Thierry Géraud, Mickaël Coustaty, Joseph Chazalon, Jean-Christophe Burie, Véronique Eglin & Stéphane Bres (2018). "Extraction of Ancient Map Contents Using Trees of Connected Components". GREC 2017: Graphics Recognition. Current Trends and Evolutions, pp. 115-130. doi : 10.1007/978-3-030-02284-6_9. HAL : hal-02566618.
      •  Jean-Philippe Farrugia & Bruno Tellez (2018). "Le Monastère Royal de Brou en 3D : une nouvelle réalité (augmentée)". Actes du colloques "Princesses et renaissance(s)"Editions du Patrimoine. HAL : hal-01646128.
    • Others (2)
      •  Wojciech Pieczynski, Stéphane Derrode, Ivan Gorynin & Emmanuel Monfrini (2018). "Triplet Markov models and fast smoothing in switching systems". HAL : hal-01864473. .
      •  Sarah Bertrand, Guillaume Cerutti & Laure Tougne (2018). "Visualization of Leaf Botanical Features Extracted from AlexNet Convolutional Layers". IAMPS - International Workshop on Image Analysis Methods for the Plant Sciences 2018, 23 janvier 2018, Nottingham (United Kingdom). Poster. HAL : hal-01691924. .
  • 2017 (44)
    • Journals (15)
    • Conferences (24)
      • International conferences with peer review (22)
        •  Sylvain Haas, Atilla Baskurt, Florent Dupont & Florence Denis (2017). "A Framework Based on Compressed Manifold Modes for Robust Local Spectral Analysis". Eurographics Workshop on 3D Object Retrieval, 24 avril 2017, LYON (France). doi : 10.2312/3dor.20171054. HAL : hal-01523123.
        •  Sarah Bertrand, Guillaume Cerutti & Laure Tougne (2017). "Bark Recognition to Improve Leaf-based Classification in Didactic Tree Species Identification". VISAPP 2017 - 12th International Conference on Computer Vision Theory and Applications, 1 mars 2017, Porto (Portugal). HAL : hal-01486591.
        •  Fan Li, Natalia Neverova, Christian Wolf & Graham W. Taylor (2017). "Modout: Learning to Fuse Face and Gesture Modalities with Stochastic Regularization". International Conference on Automatic Face and Gesture Recognition, 5 juin 2017, Washington D.C. (United States of America). HAL : hal-01444614.
        •  Léo Nicolle, Julien Bonneton, Hubert Konik, Damien Muselet & Laure Tougne (2017). "Towards an electronic orientation table: using features extracted from the image to register Digital Elevation Model". International Conference on Computer Vision Theory and Applications (Visapp 2017), 27 février 2017, Porto (Portugal). HAL : ujm-01486568. .
        •  Mokhtar Taffar & Serge Miguet (2017). "Face Class Modeling based on Local Appearance for Recognition". 6th International Conference on Pattern Recognition Applications and Methods, 26 février 2017, Porto (Portugal). HAL : hal-01442076. .
        •  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2017). "Triplet CNN and pedestrian attribute recognition for improved person re-identification". 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2017), 1 septembre 2017, Lecce (Italy). doi : 10.1109/AVSS.2017.8078542. HAL : hal-01625479. .
        •  Riyadh Benamar, Christine Largeron, Véronique Eglin & Mylène Pardoen (2017). "Discovering motifs with variants in music databases". Sixteenth International Symposium on Intelligent Data Analysis (IDA 2017), 28 octobre 2017, London (United Kingdom). HAL : hal-01590735.
        •  Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé & Noel Gourmelen (2017). "Handling coherence measures of displacement field time series: Application to Greenland ice sheet glaciers". 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), 29 septembre 2017, Brugge (Belgium), pp. 1-4. doi : 10.1109/Multi-Temp.2017.8035228. HAL : hal-01591461.
        •  Florence Cloppet, Véronique Eglin, Marlène Helias-Baron, Van Cuong Kieu, Dominique Stutzmann & Nicole Vincent (2017). "ICDAR 2017 Competition on the Classification of Medieval Handwritings in Latin Script". International Conference on Document Analysis and Recognition (ICDAR 2017), 15 novembre 2017, Kyoto (Japan). HAL : hal-01628986.
        •  Nawel Medjkoune, Frédéric Armetta, Mathieu Lefort & Stefan Duffner (2017). "Autonomous object recognition in videos using Siamese Neural Networks". EUCognition Meeting (European Society for Cognitive Systems) on "Learning: Beyond Deep Neural Networks", 22 novembre 2017, Zurich (Switzerland), p. 4. HAL : hal-01630163. .
        •  Serge Miguet, Adel Benamara & Mihaela Scuturici (2017). "Multiple Object Tracking on Smart Embedded Camera For Automated Conveying Systems". Distributed Smart Cameras, 7 septembre 2017, Stanford (United States of America). doi : 10.1145/3131885.3131919. HAL : hal-01687970.
        •  Ameni Sassi, Wael Ouarda, Chokri Ben Amar & Serge Miguet (2017). "Neural Approach for Context Scene Image Classification based on Geometric, Texture and Color Information". Representation, analysis and recognition of shape and motion FroM Image data, 20 décembre 2017, Aussois (France). doi : 10.1007/978-3-030-19816-9_9. HAL : hal-01687973. .
        •  Sarah Bertrand, Guillaume Cerutti & Laure Tougne (2017). "Segmentation Algorithm on Smartphone Dual Camera: Application to Plant Organs in the Wild". 10th International Conference on Machine Vision, 15 novembre 2017, Vienna (Austria). doi : 10.1117/12.2314731. HAL : hal-01675655.
        •  Jordan Drapeau, Thierry Géraud, Mickaël Coustaty, Joseph Chazalon, Jean-Christophe Burie, Véronique Eglin & Stéphane Bres (2017). "Extraction of ancient maps content by using trees of connected components". IAPR International Workshop on Graphics Recognition at ICDAR 2017, 9 novembre 2017, Kyoto (Japan). HAL : hal-01637824.
        •  Matthieu Grard, Romain Brégier, Florian Sella, Emmanuel Dellandréa & Liming Chen (2017). "Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network". HFR - 10th International Workshop on Human-Friendy Robotics, 6 novembre 2017, Napoli (Italy), pp. 207-221. doi : 10.1007/978-3-319-89327-3_16. ArXiv : 1801.01281. HAL : hal-01674511. .
        •  Bastien Moysset, Christopher Kermorvant & Christian Wolf (2017). "Full-Page Text Recognition: Learning Where to Start and When to Stop". 14th IAPR International Conference on Document Analysis and Recognition, 15 novembre 2017, Kyoto (France), pp. 871-876. doi : 10.1109/ICDAR.2017.147. HAL : hal-02343274.
        •  Smrity Bhattarai, Arjuna Madanayake, Renato J. Cintra, Stefan Duffner & Christophe Garcia (2017). "Digital architecture for real-time CNN-based face detection for video processing". IEEE Cognitive Communications for Aerospace Applications Workshop (CCAA), 28 juin 2017, Cleveland (United States of America). doi : 10.1109/CCAAW.2017.8001608. HAL : hal-01574551.
        •  Fabien Baradel, Christian Wolf & Julien Mille (2017). "Human Action Recognition: Pose-based Attention draws focus to Hands". ICCV Workshop on Hands in Action, 23 octobre 2017, Venice (Italy). HAL : hal-01575390.
        •  Zied Bouyahia, Hedi Haddad, Nafaâ Jabeur & Stéphane Derrode (2017). "Real-Time Traffic Data Smoothing from GPS Sparse Measures Using Fuzzy Switching Linear Models". The 14th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2017), 26 juillet 2017, Leuven (Belgium), pp. 143-150. doi : 10.1016/j.procs.2017.06.136. HAL : hal-01572285. .
        •  Bastien Moysset, Christopher Kermorvant & Christian Wolf (2017). "Full-Page Text Recognition: Learning Where to Start and When to Stop". International Conference on Document Analysis and Recognition, 15 novembre 2017, Kyoto (Japan). HAL : hal-01563124.
        •  Qinjie Ju, Stéphane Derrode & René Chalon (2017). "Utilisation de l'Eye-tracking pour l'Interaction Mobile dans un Environnement Réel Augmenté". 29ème conférence francophone sur l'Interaction Homme-Machine, 1 septembre 2017, Poitiers (France), 5 p. HAL : hal-01577862. .
        •  Damien Fourure, Rémi Emonet, Elisa Fromont, Damien Muselet, Alain Tremeau & Christian Wolf (2017). "Residual Conv-Deconv Grid Network for Semantic Segmentation". BMVC 2017, 7 septembre 2017, Londre (United Kingdom). HAL : hal-01567725. .
      • National conferences with peer review (2)
        •  Elodie Scholastique, Catherine Pothier, Louis Vinet, Christophe Rigotti & Nicole Bouillod (2017). "3D Geomodelling Contribution to the Mapping of Gravitational Hazards on the Hill of Croix-Rousse". Journées Aléas Gravitaires (JAG), 25 octobre 2017, Besançon (France), pp. 1-4. HAL : hal-01596585. .
        •  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2017). "Ré-identification de personne avec perte min-triplet". 16èmes Journées francophones des jeunes chercheurs en vision par ordinateur (ORASIS 2017), 16 juin 2017, Colleville-sur-Mer (France). HAL : hal-01625496. .
    • HDR, thesis (1)
      • Thesis (1)
        •  Ying Lu (2017). "Transfer Learning for Image Classification". HAL : tel-02065405. .
    • Book edition (books, chapters, seminars, congress, special numbers) (1)
    • 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 (41)
    • Journals (9)
    • Conferences (27)
      • International conferences with peer review (23)
        •  Yann Leydier, Jean Duong, Stéphane Brès, Véronique Eglin, Frank Lebourgeois & Martial Tola (2016). "Libcrn, an Open-Source Document Image Processing Library". International Conference on Fontiers in Handwriting Recognition, 26 octobre 2016, Shenzhen (China). HAL : hal-01403756. .
        •  Fatma Chabchoub, Yousri Kessentini, Slim Kanoun & Véronique Eglin (2016). "SmartATID: A mobile captured Arabic Text Images Dataset for multi-purpose recognition tasks". Internation Conference in Frontiers on Handwriting Recognition, 26 octobre 2016, Shenzhen (China). HAL : hal-01403764. .
        •  Mehdi Ayadi, Loreta Suta, Mihaela Scuturici, Serge Miguet & Chokri Amar (2016). "A Parametric Algorithm for Skyline Extraction". Advanced Concepts for Intelligent Vision Systems: 17th International Conference, ACIVS 2016, Lecce, Italy, October 24-27, 2016, Proceedings, 27 octobre 2016, Lecce (Italy), pp. 604-615. doi : 10.1007/978-3-319-48680-2_53. HAL : hal-01385542. .
        •  Yuxing Tang, Josiah Wang, Boyang Gao, Emmanuel Dellandréa, Robert Gaizauskas & Liming Chen (2016). "Large Scale Semi-Supervised Object Detection Using Visual and Semantic Knowledge Transfer". The IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), 1 juillet 2016, Las Vegas, NV (United States of America), pp. 2119-2128. doi : 10.1109/CVPR.2016.233. HAL : hal-01488579. .
        •  Adel Benamara, Serge Miguet & Mihaela Scuturici (2016). "Real-time Multi-Object Tracking with Occlusion and Stationary Objects Handling for Conveying Systems". 12th International Symposium on Visual Computing (ISVC'16), 14 décembre 2016, Las Vegas, NV (United States of America). HAL : hal-01385529. .
        •  Ameni Sassi, Chokri Ben-Amar & Serge Miguet (2016). "Skyline-based Approach for Natural Scene Identification". 13th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2016), 2 décembre 2016, Agadir (Morocco). HAL : hal-01385537. .
        •  Florence Cloppet, Véronique Eglin, Van Kieu, Dominique Stutzmann & Nicole Vincent (2016). "ICFHR2016 Competition on the Classification of Medieval Handwritings in Latin Script". International Conference in Frontiers on Handwriting Recognition ICFHR 2016, 26 octobre 2016, Shenzhen (China). HAL : hal-01403775. .
        •  Louis Vinet, Nicole Bouillod, Aurélie Delvallee & Catherine Pothier (2016). "MODELE DE COMPREHENSION D'UNE COULEE BOUEUSE EN SITE URBAIN, CAS DU CONSERVATOIRE DE LYON.". Journées Nationales de Géotechnique et de Géologie de l’Ingénieur 2016 (JNGG 2016 ), Nancy (France). HAL : hal-03212636. .
        •  Clément Peyrard, Christophe Garcia & Moez Baccouche (2016). "Blind Super-Resolution with Deep Convolutional Neural Networks". ICANN 2016: 25th International Conference on Artificial Neural Networks, 9 septembre 2016, Barcelona (Spain), pp. 161-169. doi : 10.1007/978-3-319-44781-0_20. HAL : hal-01421034.
        •  Zied Bouyahia, Stéphane Derrode & Wojciech Pieczynski (2016). "An exact smoother in a fuzzy jump Markov switching model". 6th International Workshop on Representation, analysis and recognition of shape and motion FroM Imaging data (RFMI 2016), 29 octobre 2016, Sidi Bou Said (Tunisia). HAL : hal-01448543. .
        •  Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2016). "Polar Sine Based Siamese Neural Network for Gesture Recognition". International Conference on Artificial Neural Networks, 9 septembre 2016, Barcelona (Spain). doi : 10.1007/978-3-319-44781-0_48. HAL : hal-01369302. .
        •  Fei Zheng, Stéphane Derrode & Wojciech Pieczynski (2016). "Parameter estimation in conditionally Gaussian pairwise Markov switching models and unsupervised smoothing". MLSP 2016 : 26th International Workshop on Machine Learning for Signal Processing, 16 septembre 2016, Salerno (Italy). doi : 10.1109/MLSP.2016.7738907. HAL : hal-01371179. .
        •  Anh Khoi Ngo Ho, Véronique Eglin, Nicolas Ragot & Jean-Yves Ramel (2016). "Multi One-Class Incremental SVM for Document Stream Digitization". 12th IAPR International Workshop on Document Analysis Systems (DAS 2016), 14 avril 2016, Santorini (Greece). HAL : hal-01307021. .
        •  Damien Fourure, Rémi Emonet, Elisa Fromont, Damien Muselet, Alain Trémeau & Christian Wolf (2016). "Mixed Pooling Neural Networks for Color Constancy". IEEE International Conference on Image Processing, 28 septembre 2016, Phoenix (United States of America). HAL : hal-01314066. .
        •  Damien Fourure, Rémi Emonet, Elisa Fromont, Damien Muselet, Alain Tremeau & Christian Wolf (2016). "Segmentation de scènes extérieures à partir d'ensembles d'étiquettes à granularité et sémantique variables". RFIA 2016, 1 juillet 2016, Clermont Ferrand (France). HAL : hal-01318461. .
        •  Stéphane Bres, Véronique Eglin & Vincent Poulain (2016). "Semi Automatic Color Segmentation of Document Pages". International Workshop on Document Analysis System, 14 avril 2016, Santorini (France). ArXiv : 1609.08393. HAL : hal-01371349. .
        •  Xingyu Pan & Laure Tougne (2016). "Topology-Based Character Recognition Method for Coin Date Detection". 18th International Conference on Image Analysis and Processing, 25 octobre 2016, Paris (France). HAL : hal-01371496.
        •  Damien Fourure, Rémi Emonet, Elisa Fromont, Damien Muselet, Alain Trémeau & Christian Wolf (2016). "Semantic Segmentation via Multi-task, Multi-domain Learning". S+SSPR 2016 The joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2016) and Statistical Techniques in Pattern Recognition (SPR 2016), 2 décembre 2016, Merida (Mexico). HAL : hal-01376998. .
        •  Aurélie Leborgne, Julien Mille & Laure Tougne (2016). "Hierarchical skeleton for shape matching". ICIP (IEEE International Conference on Image Processing), 28 septembre 2016, Phoenix (United States of America). HAL : hal-01335723.
        •  Antoine Vacavant & Aurélie Leborgne (2016). "Robust Computations of Reeb Graphs in 2-D Binary Images". CTIC (Computational Topology in Image Context), 17 juin 2016, Marseille (France). doi : 10.1007/978-3-319-39441-1_19. HAL : hal-01335696.
        •  Louisa Kessi, Frank Le Bourgeois & Christophe Garcia (2016). "An Efficient New PDE-based Characters Reconstruction After Graphics Removal". 15th International Conference on Frontiers in Handwriting Recognition (ICFHR-2016), 26 octobre 2016, Shenzhen (China). HAL : hal-01345831. .
        •  Bastien Moysset, Jérôme Louradour, Christopher Kermorvant & Christian Wolf (2016). "Learning text-line localization with shared and local regression neural networks". International Conference on Frontiers in Handwriting Recognition, 26 octobre 2016, Shenzhen (China). HAL : hal-01345713.
        •  Di Huang, Mohsen Ardabilian, Yunhong Wang & Liming Chen (2016). "A Novel Geometric Facial Representation based on Multi-Scale Extended Local Binary Patterns". IEEE International Conference on Automatic Face and Gesture Recognition (FG), 21 mars 2016, Santa Barbara, CA (United States of America), pp. 1-7. doi : 10.1109/FG.2011.5771323. HAL : hal-01354380.
      • National conferences with peer review (3)
        •  Sébastien George, Didier Coquin, Thierry Joliveau, Valéry Malécot & Laure Tougne (2016). "Conception d'applications ludo-éducatives mobiles en botanique". Ludovia 2016, 26 août 2016, Ax-les-Thermes (France). HAL : hal-01546798.
        •  Marylise Cottet, Julien Mille, Christian Wolf & Pierre Lemaire (2016). "Avancées méthodologiques pour mobiliser les technologies d'eye-tracking dans le cadre de recherches sur les perceptions environnementales". Eye-tracking day 2016, 23 juin 2016, Tours (France). HAL : halshs-01316282.
        •  Aurélie Leborgne, Julien Mille & Laure Tougne (2016). "Squelette hiérarchique pour la description de formes". RFIA (Reconnaissance de Formes et Intelligence Artificielle), 1 juillet 2016, Clermont-Ferrand (France). HAL : hal-01335715.
      • Other conferences (1)
        •  Jérôme Michalon, Florian Charvolin, Thierry Joliveau & Laure Tougne (2016). "La grammaire des arbres. Les régimes de perception et de cognition de l’environnement chez les utilisateurs de l’application Folia.". XXème Congrès de l'Association Internationale des Sociologues de Langue Française, CR 29 Sociologie de la Science et de l'innovation technologique, Montréal (Canada). HAL : halshs-01523558.
    • HDR, thesis (2)
      • Thesis (2)
        •  Huaxiong Ding (2016). "Combining 2D facial texture and 3D face morphology for estimating people's soft biometrics and recognizing facial expressions". HAL : tel-01593173. .
        •  Yuxing Tang (2016). "Weakly supervised learning of deformable part models and convolutional neural networks for object detection". HAL : tel-01538307. .
    • Book edition (books, chapters, seminars, congress, special numbers) (2)
      •  Guillaume Gravier, Claire-Hélène Demarty, Hervé Bredin, Ionescu Bogdan, Boididou Christina, Emmanuel Dellandréa, Choi Jaeyong, Michael A. Riegler, Sutcliffe Richard et al. (2016). "Working Notes Proceedings of the MediaEval Workshop". HAL : hal-01399674.
      •  Louisa Kessi, Frank Le Bourgeois & Christophe Garcia (2016). "AColDSS: Robust Unsupervised Automatic Color Segmentation System for Noisy Heterogeneous Document Images". European Project Space on Computer Vision, Graphics, Optics and PhotonicsBerlin, GermanyMarch, 2015Filipa Duarte (Ed.), SCITERESS, Sponsored and Organized by INSTICC Published by SCITEPRESS. HAL : hal-01272998.
    • Reports (1)
  • 2015 (57)
    • Journals (16)
    • Conferences (33)
      • International conferences with peer review (30)
        •  Clément Peyrard, Franck Mamalet & Christophe Garcia (2015). "A Comparison between Multi-Layer Perceptrons and Convolutional Neural Networks for Text Image Super-Resolution". International Conference on Computer Vision Theory and Applications, 14 mars 2015, Berlin (Germany). doi : 10.5220/0005297200840091. HAL : hal-01260671.
        •  Salma Moujtahid, Stefan Duffner & Atilla Baskurt (2015). "Coherent Selection of Independent Trackers for Real-time Object Tracking". International Conference on Computer Vision Theory and Applications (VISAPP), Berlin (Germany), pp. 584-592. HAL : hal-01161859. .
        •  Louisa Kessi, Frank Le Bourgeois, Christophe Garcia & Jean Duong (2015). "AColDPS : Robust and Unsupervised Automatic Color Document Processing System". VISAPP 2015, 10th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 14 mars 2015, Berlin (Germany). doi : 10.5220/0005315801740185. HAL : hal-01272989. .
        •  Jiwen Lu, Junlin Hu, Venice Erin Liong, Xiuzhuang Zhou, Andrea Bottino, Ihtesham Ul Islam, Tiago Figueiredo Vieira, Xiaoqian Qin, Xiaoyang Tan et al. (2015). "The FG 2015 Kinship Verification in the Wild Evaluation". 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), 8 mai 2015, Ljubljana (Slovenia). HAL : hal-01158942. .
        •  Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner & Atilla Baskurt (2015). "Logistic Similarity Metric Learning for Face Verification". 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2015, 24 avril 2015, Brisbane (Australia). HAL : hal-01158949. .
        •  Salma Moujtahid, Stefan Duffner & Atilla Baskurt (2015). "Classifying Global Scene Context for On-line Multiple Tracker Selection". British Machine Vision Conference (BMVC), 10 septembre 2015, Swansea (United Kingdom). HAL : hal-01208200. .
        •  Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini & Wojciech Pieczynski (2015). "Lissage rapide dans des modèles non linéaires et non gaussiens". GRETSI'2015, 11 septembre 2015, Lyon (France). HAL : hal-01169898. .
        •  Bastien Moysset, Pierre Adam, Christian Wolf & Jérôme Louradour (2015). "Space Displacement Localization Neural Networks to locate origin points of handwritten text lines in historical documents". ICDAR 2015 Workshop on Historical Document Imaging and Processing, 22 août 2015, Nancy (France). HAL : hal-01178342.
        •  Louisa Kessi, Frank Le Bourgeois & Christophe Garcia (2015). "An Eficient Image Registration Method based on Modified NonLocal - Means : Application to Color Business Document Images". 10th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 14 mars 2015, Berlin (Germany), pp. 166-173. doi : 10.5220/0005315301660173. HAL : hal-01272993. .
        •  Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2015). "Siamese Neural Network based Similarity Metric for Inertial Gesture Classification and Rejection". International Conference on Automatic Face and Gesture Recognition, 8 mai 2015, Ljubljana (Slovenia), pp. 1-6. doi : 10.1109/FG.2015.7163112. HAL : hal-01179993. .
        •  Yoann Baveye, Emmanuel Dellandréa, Christel Chamaret & Liming Chen (2015). "Deep Learning vs. Kernel Methods: Performance for Emotion Prediction in Videos". Affective Computing and Intelligent Interaction (ACII), 21 septembre 2015, Xi'an (China). HAL : hal-01193144. .
        •  Ting Li, Yoann Baveye, Christel Chamaret, Emmanuel Dellandréa & Liming Chen (2015). "Continuous Arousal Self-assessments Validation Using Real-time Physiological Responses". International Workshop on Affect and Sentiment in Multimedia (ASM), 30 octobre 2015, Brisbane (Australia). doi : 10.1145/2813524.2813527. HAL : hal-01200730. .
        •  Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini & Wojciech Pieczynski (2015). "EXACT FAST SMOOTHING IN SWITCHING MODELS WITH APPLICATION TO STOCHASTIC VOLATILITY". EUSIPCO, 4 septembre 2015, Nice (France). HAL : hal-01165338. .
        •  Arnau Ramisa, Josiah Wang, Ying Lu, Emmanuel Dellandréa, Francesc Moreno-Noguer & Robert Gaizauskas (2015). "Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions". Conference on Empirical Methods in Natural Language Processing, Lisbon (Portugal), pp. 214-220. HAL : hal-01375638.
        •  Pierre Lemaire, Hervé Piégay, Bruce Macvicar, Lise Vaudor, Christine Mouquet-Noppe & L. Tougne (2015). "An automatic video monitoring system for estimating driftwood discharge in large rivers". Third International Conference on WOOD WORLD RIVERS 3, 10 juillet 2015, Padova (Italy). HAL : halshs-01361639.
        •  Wei Chen, Mohsen Ardabilian, Abdelmalek Zine & Hassan Zahouani (2015). "Reflectance spectra based skin and non-skin classification". 2015 IEEE International Conference on Image Processing (ICIP), 30 septembre 2015, Quebec City (France), pp. 755-759. doi : 10.1109/ICIP.2015.7350900. HAL : hal-02074189.
        •  Hervé Piégay, Véronique Benacchio, Maxime Boivin, Pierre Lemaire, Bruce Macvicar, Bertrand Moulin, V. Ruiz-Villanueva, Thomas Buffin-Belanger, Kristell Michel et al. (2015). "Wood is good but it moves! Associated problems and research issues". Third International Conference on WOOD IN WORLD RIVERS 3, 10 juillet 2015, Padova (Italy). HAL : halshs-01361562.
        •  Alexei Lavrentiev, Dominique Stutzmann & Yann Leydier (2015). "Specifying a TEI-XML Based Format for Aligning Text to Image at Character Level". Symposium on Cultural Heritage Markup., 10 août 2015, Washington, DC (United States of America), BalisageVol16-Lavrentiev01. doi : 10.4242/BalisageVol16.Lavrentiev01. HAL : halshs-01318701. .
        •  Dominique Stutzmann, Théodore Bluche, Alexei Lavrentiev, Yann Leydier & Christopher Kermorvant (2015). "From Text and Image to Historical Resource: Text-Image Alignment for Digital Humanists". DH2015 Global Digital Humanities, 3 juillet 2015, Sydney (Australia). HAL : hal-01855337. .
        •  Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner & Atilla Baskurt (2015). "Triangular Similarity Metric Learning for Face Verification". 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), 8 mai 2015, Ljubljana (Slovenia). HAL : hal-01158908. .
        •  Matej Kristan, Jiri Matas, Aleš Leonardis, Michael Felsberg, Luka Cehovin, Gustavo Fernández, Tomas Vojir, Gustav Häger, Georg Nebehay et al. (2015). "The Visual Object Tracking VOT2015 Challenge Results". Visual Object Tracking Workshop 2015 at ICCV2015, 12 décembre 2015, Santiago (Chile). doi : 10.1109/ICCVW.2015.79. HAL : hal-01336773. .
        •  Gérard Bailly, Alaeddine Mihoub, Christian Wolf & Frédéric Elisei (2015). "Learning joint multimodal behaviors for face-to-face interaction: performance & properties of statistical models". Human-Robot Interaction. Workshop on Behavior Coordination between Animals, Humans, and Robots, 5 mars 2015, Portland (United States of America). HAL : hal-01110290. .
        •  Emre Dogan, Gonen Eren, Christian Wolf & Atilla Baskurt (2015). "Activity Recognition with Volume Motion Templates and Histograms of 3D Gradients". International Conference on Image Processing, 30 septembre 2015, Quebec City (Canada). HAL : hal-01147957.
        •  Kannikar Intawong, Mihaela Scuturici & Serge Miguet (2015). "Detection of entry and exit zones in image sequences for automatic traffic analysis". 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, Karlsruhe (Germany). doi : 10.1109/AVSS.2015.7301723. HAL : hal-01385521.
        •  Clément Peyrard, Moez Baccouche, Franck Mamalet & Christophe Garcia (2015). "ICDAR2015 Competition on Text Image Super-Resolution". 13th International Conference on Document Analysis and Recognition (ICDAR 2015), 26 août 2015, Tunis (Tunisia). HAL : hal-01157903.
        •  Kannikar Intawong, Mihaela Scuturici & Serge Miguet (2015). "Automatic Traffic analysis in video sequences". Third International Conference on Advances in Computing, Control and Networking - ACCN 2015, 29 décembre 2015, Bangkok (Thailand). doi : 10.15224/978-1-63248-082-8-02. HAL : hal-01385510.
        •  Bastien Moysset, Christopher Kermorvant, Christian Wolf & Jérôme Louradour (2015). "Paragraph text segmentation into lines with Recurrent Neural Networks". International Conference on Document Analysis and Recognition, 26 août 2015, Tunisia (Tunisia). HAL : hal-01151760.
        •  Sonia Yousfi, Sid-Ahmed Berrani & Christophe Garcia (2015). "Deep Learning and Recurrent Connectionist-based Approaches for Arabic Text Recognition in Videos". 13th International Conference on Document Analysis and Recognition (ICDAR 2015), 26 août 2015, Tunis (Tunisia). HAL : hal-01152209.
        •  Walha Rim, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Alimi Adel (2015). "Joint Denoising and Magnification of Noisy Low-Resolution Textual Images". 13th International Conference on Document Analysis and Recognition (ICDAR 2015), 26 août 2015, Tunis (Tunisia). HAL : hal-01152207.
        •  Valérian Némesin & Stéphane Derrode (2015). "Apprentissage des paramètres de bruit d'un système linéaire gaussien couple". TAIMA, 16 mai 2015, Hammamet (Tunisia). HAL : hal-01157824. .
      • Other conferences (3)
        •  Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi et al. (2015). "IRIM at TRECVID 2015: Semantic Indexing". Proceedings of TRECVid, 18 novembre 2015, Gaithersburg, MD (United States of America). HAL : hal-01233398. .
        •  Mats Sjöberg, Yoann Baveye, Hanli Wang, Vu Lam Quang, Ionescu Bogdan, Emmanuel Dellandréa, Markus Schedl, Claire-Hélène Demarty & Liming Chen (2015). "The MediaEval 2015 Affective Impact of Movies Task". MediaEval 2015 Workshop, Wurzen (Germany). HAL : hal-01375754.
        •  Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Emmanuel Dellandréa, Robert Gaizauskas, Villegas Mauricio & Krystian Mikolajczyk (2015). "Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task.". CLEF2015 Working Notes, Toulouse (France). HAL : hal-01375629.
    • HDR, thesis (5)
      • Thesis (5)
        •  Baptiste Chu (2015). "Neutralisation des expressions faciales pour améliorer la reconnaissance du visage". HAL : tel-01225809. .
        •  Yoann Baveye (2015). "Automatic prediction of emotions induced by movies". HAL : tel-01272240. .
        •  Xiaofang Wang (2015). "Graph based approaches for image segmentation and object tracking". HAL : tel-01303748. .
        •  Matthieu Rogez (2015). "Utilisation du contexte pour la détection et le suivi d'objets en vidéosurveillance". HAL : hal-01512618.
        •  Dongming Chen (2015). "Contributions to accurate and efficient cost aggregation for stereo matching". HAL : hal-01512628.
    • Reports (3)
      • Research reports/tecnical reports (3)
  • 2014 (73)
    • Journals (22)
      • International journals with peer review (21)
        •  Hayet Boughrara, Mohamed Chtourou, Chokri Ben-Amar & Liming Chen (2014). "Face recognition based on perceived facial images and multilayer perceptron neural network using constructive training algorithm". IET Computer Vision, vol. 8, pp. 729-739. doi : 10.1049/iet-cvi.2013.0294. HAL : hal-01301128.
        •  Di Huang, Huaxiong Ding, Chen Wang, Yunhong Wang, Guangpeng Zhang & Liming Chen (2014). "Local circular patterns for multi-modal facial gender and ethnicity classification". Image and Vision Computing, vol. 32, #12, pp. 1181-1193. doi : 10.1016/j.imavis.2014.06.009. HAL : hal-01301111. .
        •  Di Huang, Chao Zhu, Yunhong Wang & Liming Chen (2014). "HSOG: A Novel Local Image Descriptor Based on Histograms of the Second-Order Gradients". IEEE Transactions on Image Processing, vol. 23, pp. 4680-4695. doi : 10.1109/TIP.2014.2353814. HAL : hal-01301110.
        •  Dongming Chen, Mohsen Ardabilian & Liming Chen (2014). "A Fast Trilateral Filter based Adaptive Support Weight Method for Stereo Matching". IEEE Transactions on Circuits and Systems for Video Technology, vol. PP, pp. 1-14. doi : 10.1109/TCSVT.2014.2361422. HAL : hal-01301109.
        •  Di Huang, Yinhang Tang, Yiding Wang, Liming Chen & Yunhong Wang (2014). "Hand-Dorsa Vein Recognition by Matching Local Features of Multisource Keypoints". IEEE Transactions on Cybernetics, vol. PP, pp. 1823-1837. doi : 10.1109/TCYB.2014.2360894. HAL : hal-01301112. .
        •  Khaoula Elagouni, Christophe Garcia, Franck Mamalet & Pascale Sébillot (2014). "Text Recognition in Multimedia Documents: A Study of two Neural-based OCRs Using and Avoiding Character Segmentation". International Journal on Document Analysis and Recognition, vol. 17, #1, pp. 19-31. doi : 10.1007/s10032-013-0202-7. HAL : hal-00867225. .
        •  Huibin Li, Di Huang, Jean-Marie Morvan, Yunhong Wang & Liming Chen (2014). "Towards 3D Face Recognition in the Real: A Registration-Free Approach using Fine-Grained Matching of 3D Keypoint Descriptors". International Journal of Computer Vision, pp. 1-14. doi : 10.1007/s11263-014-0785-6. HAL : hal-01301114.
        •  Hayet Boughrara, Mohamed Chtourou, Chokri Ben-Amar & Liming Chen (2014). "Facial expression recognition based on a mlp neural network using constructive training algorithm". Multimedia Tools and Applications, pp. 1-23. doi : 10.1007/s11042-014-2322-6. HAL : hal-01301113.
        •  Ngoc-Son Vu, Thanh Phuong Nguyen & Christophe Garcia (2014). "Improving Texture Categorization with Biologically Inspired Filtering". Image and Vision Computing, vol. 3, pp. 424-436. HAL : hal-01584903.
        •  Mingyuan Jiu, Christian Wolf, Graham W. Taylor & Atilla Baskurt (2014). "Human body part estimation from depth images via spatially-constrained deep learning". Pattern Recognition Letters, vol. 50, pp. 122-129. HAL : hal-01269994. .
        •  Christian Wolf, Eric Lombardi, Julien Mille, Oya Celiktutan, Mingyuan Jiu, Emre Dogan, Gonen Eren, Moez Baccouche, Emmanuel Dellandréa et al. (2014). "Evaluation of video activity localizations integrating quality and quantity measurements". Computer Vision and Image Understanding, vol. 127, pp. 14-30. doi : 10.1016/j.cviu.2014.06.014. HAL : hal-01283866. .
        •  Guillaume Cerutti, Laure Tougne, Didier Coquin & Antoine Vacavant (2014). "Leaf margins as sequences: A structural approach to leaf identification". Pattern Recognition Letters, vol. 49, #2014, pp. 177-184. doi : 10.1016/j.patrec.2014.07.016. HAL : hal-01095539.
        •  Imane Daoudi & Khalid Idrissi (2014). "A fast and efficient fuzzy approximation-based indexing for CBIR". Multimedia Tools and Applications, pp. 4507-4533. doi : 10.1007/s11042-013-1820-2. HAL : hal-01270672.
        •  Stefan Duffner & Jean-Marc Odobez (2014). "Leveraging Colour Segmentation for Upper-Body Detection". Pattern Recognition, vol. 47, pp. 2222-2230. doi : 10.1016/j.patcog.2013.12.014. HAL : hal-01270720.
        •  Huibin Li, Di Huang, Jean-Marie Morvan, Liming Chen & Yunhong Wang (2014). "Expression-robust 3D face recognition via weighted sparse representation of multi-scale and multi-component local normal patterns". Neurocomputing, vol. 133, pp. 179-193. doi : 10.1016/j.neucom.2013.11.018. HAL : hal-01271744. .
        •  Antoine Vacavant, Laure Tougne, Lionel Robinault & Thierry Chateau (2014). "Special section on background models comparison". Computer Vision and Image Understanding, vol. 122, pp. 1-3. HAL : hal-01296377.
        •  Toru Nakashika, Toshiya Yoshioka, Tetsuya Takiguchi, Yasuo Ariki, Stefan Duffner & Christophe Garcia (2014). "Convolutive Bottleneck Network with Dropout for Dysarthric Speech Recognition". Transactions on Machine Learning and Artificial Intelligence, vol. 2, pp. 1-15. doi : 10.14738/tmlai.22.150. HAL : hal-01301040. .
        •  Imtiaz Ali, Julien Mille & Laure Tougne (2014). "Adding a rigid motion model to foreground detection: Application to moving object detection in rivers". Pattern Analysis and Applications, vol. 17, pp. 567-585. doi : 10.1007/s10044-013-0346-6. HAL : hal-01301035.
        •  Mokhtar Taffar, Serge Miguet & Mohammed Benmohammed (2014). "Probabilistic Modeling for Face Detection and Gender Classification". International Journal of Computer Vision and Image Processing (IJCVIP), vol. 4, pp. 30-39. doi : 10.4018/ijcvip.2014010103. HAL : hal-01301083.
        •  Noufel Abbassi, Stéphane Derrode, François Desbouvries, Yohan Petetin & Wojciech Pieczynski (2014). "Filtrage statistique optimal rapide dans des systèmes linéaires à sauts non stationnaires". Traitement du Signal, vol. 31, 3-4, pp. 339-361. doi : 10.3166/TS.31.1-23. HAL : hal-01157813. .
        •  Djamel Gaceb, Véronique Eglin & Frank Le Bourgeois (2014). "Classification of business documents for real time application". Journal of Real-Time Image Processing, vol. 9, pp. 329-345. doi : 10.1007/s11554-011-0227-4. HAL : hal-01300863.
      • National journals with peer review (1)
        •  Wang Peng, Véronique Eglin, Christine Largeron, Christophe Garcia, Josep Lladós & Alicia Fornés (2014). "Représentation des mots manuscrits par graphe pour la recherche par similarité". Document numérique - Revue des sciences et technologies de l'information. Série Document numérique, vol. 17, #3, pp. 53-75. doi : 10.3166/dn.17.3.53-75. HAL : hal-01223299.
    • Conferences (42)
      • International conferences with peer review (33)
        •  Toru Nakashika, Toshiya Yoshioka, Tetsuya Takiguchi, Yasuo Ariki, Stefan Duffner & Christophe Garcia (2014). "Dysarthric Speech Recognition Using a Convolutive Bottleneck Network". IEEE International Conference on Signal Processing (ICSP), 19 octobre 2014, HangZhou (China), pp. 505-509. HAL : hal-01301122.
        •  Yoann Baveye, Emmanuel Dellandréa, Christel Chamaret & Liming Chen (2014). "From crowdsourced rankings to affective ratings". 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 14 juillet 2014, Chengdu (China), pp. 1-6. doi : 10.1109/ICMEW.2014.6890568. HAL : hal-01313166.
        •  Jia Sun, Di Huang, Yunhong Wang & Liming Chen (2014). "A Coarse-to-Fine Approach to Robust 3D Facial Landmarking via Curvature Analysis and Active Normal Model". International Joint Conference on Biometrics (IJCB), 29 septembre 2014, Clearwater, Florida (United States of America), pp. 1-8. HAL : hal-01301119.
        •  Matthieu Rogez, Lionel Robinault & Laure Tougne (2014). "A 3D Tracker for Ground-Moving Objects". International Symposium on Visual Computing (ISVC), 8 décembre 2014, Las Vegas (United States of America), pp. 695-705. HAL : hal-01301102.
        •  Xingyu Pan, Kitti Puritat & Laure Tougne (2014). "A New Coin Segmentation and Graph-Based Identification Method for Numismatic Application". 10th International Symposium on Visual Computing, 10 décembre 2014, Las Vegas (United States of America). doi : 10.1007/978-3-319-14364-4_18. HAL : hal-01371488.
        •  Yuxing Tang, Xiaofang Wang, Emmanuel Dellandréa, Simon Masnou & Liming Chen (2014). "Fusing Generic Objectness and Deformable Part-based Models for Weakly Supervised Object Detection". International Conference on Image Processing (ICIP), 27 octobre 2014, Paris (France), pp. 4072-4076. HAL : hal-01301105.
        •  Faten Jaiem Kallel, Slim Kanoun & Véronique Eglin (2014). "Arabic font recognition based on a texture analysis". ICFHR, International Conference on Frontiers in Handwriting Recognition, 1 septembre 2014, Heraklion, Crète (Greece), pp. 673-677. doi : 10.1109/ICFHR.2014.118. HAL : hal-01313191.
        •  Wuming Zhang, Di Huang, Dimitris Samaras, Jean-Marie Morvan, Yunhong Wang & Liming Chen (2014). "3D assisted face recognition via progressive pose estimation". IEEE International Conference on Image Processing (ICIP) 2014, 27 octobre 2014, Paris (France), pp. 728-732. doi : 10.1109/ICIP.2014.7025146. HAL : hal-01301118. .
        •  Hervé Piégay, Véronique Benacchio, Pierre Lemaire, Maxime Boivin, Bruce Macvicar, Thomas Buffin-Belanger, Kristell Michel, V. Ruiz-Villanueva, M. Stoffel & Laure Tougne (2014). "Assessment of wood mobility and wood budgeting using field measures, remote sensing techniques and experimentations: examples and challenging issues". XII International Association of Engineering Geology (IAEG) Congress. Session: Dynamics of Large wood in river basins, 19 septembre 2014, Turin (Italy). HAL : halshs-01358860.
        •  Sonia Yousfi, Sid-Ahmed Berrani & Christophe Garcia (2014). "Arabic text detection in videos using neural and boosting-based approaches: Application to video indexing". International Conference on Image Processing (ICIP), 27 octobre 2014, Paris (France). HAL : hal-01584915.
        •  Rim Walha, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Mohamed Adel Alimi (2014). "Histogram of Structure Tensors: Application to Pattern Clustering". International Conference on Computer Graphics, Visualization and Computer Vision 2014 (WSCG 2014), 2 juin 2014, Pizen (Czech Republic). HAL : hal-01584905.
        •  Rim Walha, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Mohamed Adel Alimi (2014). "A Sparse Coding based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images". 14th International Conference on Frontiers in Handwriting Recognition (ICFHR-2014), 1 septembre 2014, Crete (Greece). doi : 10.1109/ICFHR.2014.122. HAL : hal-01584904.
        •  Christine Largeron, Peng Wang, Véronique Eglin & Christophe Garcia (2014). "Handwritten Word Spotting Based on A Hybrid Optimal Distance". International Conference on Image Processing (ICIP 2014), 30 octobre 2014, Paris (France), xxx. HAL : ujm-01017645.
        •  Christine Largeron, Véronique Eglin, Christophe Garcia & Peng Wang (2014). "A Coarse-to-Fine Word Spotting Approach for Historical Handwritten Documents Based on Graph Embedding and Graph Edit Distance". International Conference on Pattern Recognition (ICPR 2014), 28 juillet 2014, Stockholm (Sweden), xx. HAL : ujm-01017646.
        •  Christine Largeron, Véronique Eglin, Christophe Garcia, Peng Wang, Llados J. & Fornes A. (2014). "A novel learning-free word spotting approach based on graph representation". 11th IAPR workshop on Document Analysis System (DAS 2014), 10 juillet 2014, Tours (France), xx. HAL : ujm-01017651.
        •  Yann Leydier, Véronique Eglin, Stéphane Bres & Dominique Stutzmann (2014). "Learning-free text-image alignment for medieval manuscripts". ICFHR, 1 septembre 2014, Crêtes (Greece). doi : 10.1109/ICFHR.2014.67. HAL : hal-01535444.
        •  Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia & M. Alimi Adel (2014). "Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution". 22nd International Conference on Pattern Recognition (ICPR), 28 août 2014, Stockholm (Sweden), pp. 4459-4464. doi : 10.1109/ICPR.2014.763. HAL : hal-01574556.
        •  Claire D'agostino, Alexandre Saidi, Gilles Scouarnec & Liming Chen (2014). "Rational truck driving and its correlated driving features in extra-urban areas". 2014 IEEE Intelligent Vehicles Symposium (IV), 11 juin 2014, Lyon (France), pp. 1199-1204. doi : 10.1109/IVS.2014.6856440. HAL : hal-02070141.
        •  Ying Lu, Liming Chen, Alexandre Saidi, Zhaoxiang Zhang & Yunhong Wang (2014). "Learning visual categories through a sparse representation classifier based cross-category knowledge transfer". 2014 IEEE International Conference on Image Processing (ICIP), 30 octobre 2014, Paris (France), pp. 165-169. doi : 10.1109/ICIP.2014.7025032. HAL : hal-02070162.
        •  Baptiste Chu, Sami Romdhani & Liming Chen (2014). "3D-Aided Face Recognition from Videos". 2014 5th IEEE European Workshop on Visual Information Processing (EUVIP), 10 décembre 2014, Paris (France), pp. 1-6. HAL : hal-01313196.
        •  Yoann Baveye, Christel Chamaret, Emmanuel Dellandréa & Liming Chen (2014). "A Protocol for Cross-Validating Large Crowdsourced Data: The Case of the LIRIS-ACCEDE Affective Video Dataset". CrowdMM '14 Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 3 novembre 2014, Orlando (United States of America), pp. 3-8. doi : 10.1145/2660114.2660115. HAL : hal-01313188.
        •  Taygun Kekec, Rémi Emonet, Elisa Fromont, Alain Trémeau & Christian Wolf (2014). "Contextually Constrained Deep Networks for Scene Labeling". British Machine Vision Conference, 2014, 5 septembre 2014, Nottingham (United Kingdom), to be published. HAL : hal-01020539. .
        •  Natalia Neverova, Christian Wolf, Graham W. Taylor & Florian Nebout (2014). "Multi-scale deep learning for gesture detection and localization". ECCV Workshop on Looking at People, 1 octobre 2014, Zürich (Switzerland). HAL : hal-01419792.
        •  Natalia Neverova, Christian Wolf, Graham W. Taylor & Florian Nebout (2014). "Hand segmentation with structured convolutional learning". ACCV, 1 janvier 2014, Singapour (Singapore). HAL : hal-01419789.
        •  Aurélie Leborgne, Julien Mille & Laure Tougne (2014). "Extracting Noise-resistant Skeleton on Digital Shapes for Graph Matching". 10th International Symposium, ISVC 2014, 10 décembre 2014, Las Vegas (United States of America). doi : 10.1007/978-3-319-14249-4_28. HAL : hal-01283905.
        •  Stéphane Derrode & Wojciech Pieczynski (2014). "Fast filter in non-linear systems with application to stochastic volatility model". EUSIPCO 2014 : 22nd European Signal Processing Conference, 5 septembre 2014, Lisbon (Portugal), pp. 2410-2414. HAL : hal-01262462.
        •  Matej Kristan, Roman Pflugfelder, Ales Leonardis, Jiri Matas, Luka Cehovin, Georg Nebehay, Tomas Vojir, Gustavo Fernández, Alan Lukezic et al. (2014). "The Visual Object Tracking VOT2014 challenge results". Computer Vision - ECCV 2014 -Workshop on Visual Object Tracking Challenge (VOT2014), 6 septembre 2014, Zurich (Switzerland), pp. 1-27. doi : 10.1007/978-3-319-16181-5_14. HAL : hal-01301090. .
        •  Alaeddine Mihoub, Gérard Bailly & Christian Wolf (2014). "Modeling Perception-Action Loops: Comparing Sequential Models with Frame-Based Classifiers". HAI 2014 - 2nd International Conference on Human-Agent Interaction, 31 octobre 2014, Tsukuba (Japan), pp. 309-314. HAL : hal-01061454. .
        •  Simon Gay, Olivier Georgeon & Christian Wolf (2014). "Autonomous object modeling based on affordances for spatial organization of behavior". International joint conference on development and learning and on epigenetic robotics, 13 octobre 2014, Gênes (Italy), pp. 94-99. HAL : hal-01301081.
        •  Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre & Christophe Garcia (2014). "3D gesture classification with convolutional neural networks". International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 9 mai 2014, Florence (Italy), pp. 5432-5436. doi : 10.1109/ICASSP.2014.6854641. HAL : hal-01180542. .
        •  Julien Mille, Sébastien Bougleux & Laurent D. Cohen (2014). "Combination of piecewise-geodesic curves for interactive image segmentation". 8th international Conference on Curves and Surfaces, 18 juin 2014, paris (France). HAL : hal-01100406. .
        •  Stefan Duffner & Christophe Garcia (2014). "Exploiting contextual motion cues for visual object tracking". Workshop on Visual Object Tracking Challenge (VOT2014) - ECCV, 6 septembre 2014, Zurich (Switzerland), pp. 1-12. HAL : hal-01301089.
        •  Laurent D. Cohen, Julien Mille & Sébastien Bougleux (2014). "Minimally Overlapping Combination of Geodesic Paths for Interactive Segmentation". Research Workshop on Shape and Image Modeling and Analysis (SIMA), 28 mai 2014, Ein-Gedi (Israel). HAL : hal-01100416.
      • National conferences with peer review (6)
        •  Christine Largeron, Fornes A., Véronique Eglin, Christophe Garcia, Llados J. & Peng Wang (2014). "Représentation par graphe de mots manuscrits dans les images pour la recherche par similarité". Colloque International Francophone sur l'Écrit et le Document, 21 mars 2014, Nancy (France). HAL : ujm-01017658.
        •  Alaeddine Mihoub, Gérard Bailly & Christian Wolf (2014). "Modeling sensory-motor behaviors for social robots". WACAI 2014 - Workshop Affect, Compagnon Artificiel, Interaction, 1 juillet 2014, Rouen (France). HAL : hal-01527421.
        •  Matthieu Rogez, Lionel Robinault & Laure Tougne (2014). "Un système de suivi multi-objets utilisant une stratégie d'association en trois passes adapté à la vidéosurveillance". Compression et Représentation des Signaux Audiovisuels (CORESA), 26 novembre 2014, Reims (France), pp. 145-154. HAL : hal-01301101.
        •  Aurélie Leborgne, Julien Mille & Laure Tougne (2014). "Squelette Euclidien Discret Connecté (DECS) résistant au bruit pour l'appariement de formes basé graphes". CORESA 2014, 28 novembre 2014, Reims (France). HAL : hal-01283912.
        •  Ahn Khoi Ngo Ho, Nicolas Ragot, Veronique Eglin & Jean-Yves Ramel (2014). "Multi One-Class Incremental SVM for both stationary and non-stationary environment". 16ème Conférence d’Aprentissage automatique (Cap’2014), 8 juillet 2014, Saint-Etienne (France). HAL : hal-01084502.
        •  Taygun Kekec, Rémi Emonet, Elisa Fromont, Alain Trémeau & Christian Wolf (2014). "Prise en Compte du Contexte pour Contraindre les Réseaux Profonds: Application à l'Étiquetage de Scènes". Conférence d'Apprentissage, CAP 2014, Saint-Etienne, 10 juillet 2014, Saint-Etienne (France), to be published. HAL : hal-01011948.
      • Other conferences (3)
        •  Manuel Grand-Brochier, Antoine Vacavant, Robin Strand, Guillaume Cerutti & Laure Tougne (2014). "About the Impact of Pre-processing Tools on Segmentation Methods, Applied for Tree Leaves Extraction". 9th International Conference on Computer Vision Theory and Applications (VISAPP), 5 janvier 2014, Lisbon (Portugal), pp. 1-10. HAL : hal-01270783.
        •  Baptiste Chu, Sami Romdhani & Liming Chen (2014). "3D-aided face recognition robust to expression and pose variations". 27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 24 juin 2014, Columbus, Ohio (United States of America), pp. 1-8. HAL : hal-01271809.
        •  Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau et al. (2014). "IRIM at TRECVID 2014: Semantic Indexing and Instance Search". Proceedings of TRECVID, 12 novembre 2014, Orlando (United States of America). HAL : hal-01132491. .
    • HDR, thesis (3)
      • HDR (1)
        •  Véronique Eglin (2014). "Contributions à l’analyse multi-échelle des formes et des textures dans les images de documents structurés et d’écriture". HAL : hal-01470122.
      • Thesis (2)
        •  Yu Zhang (2014). "Contribution à la détection de concepts sur des images utilisant des descripteurs visuels et textuels". HAL : tel-01078342. .
        •  Boyang Gao (2014). "Contributions to music semantic analysis and its acceleration techniques". HAL : tel-01170652. .
    • Book edition (books, chapters, seminars, congress, special numbers) (2)
    • Others (4)
      •  Wei Chen, Mohsen Ardabilian, Hassan Zahouani & Abdelmalek Zine (2014). "Skin Color Models and Their Applications in Demographic Classifications". 5th Centrale-Beihang Workshop, 19 mai 2014, Pékin (China). Poster. HAL : hal-01313184.
      •  Pierre Lemaire, Hervé Piégay, Bruce Macvicar, Christine Mouquet-Noppe & Laure Tougne (2014). "EP53D-3695 Automatically monitoring driftwood in large rivers: prelimenary results". AGU 2014 Fall Meeting. Session: River-Floodplain Connectivity: Interactions among Riparian Vegetation, Fluvial Wood, Stream Morphodynamics, and Biochemical Cycles, 19 décembre 2014, San Francisco (United States of America). Poster. HAL : halshs-01341771.
      •  Sonia Yousfi, Sid-Ahmed Berrani & Christophe Garcia (2014). "Boosting-based approaches for Arabic text detection in news videos". The 11th IAPR International Workshop on Document Analysis Systems (DAS'14), 4 avril 2014, Tours (France). Poster. HAL : hal-01584898.
      •  Wei Chen, Mohsen Ardabilian, Hassan Zahouani & Abdelmalek Zine (2014). "Introduction of classification Techniques and Skin Color Models". Programme de la journée recherche Ecole Centrale Pékin, 18 juin 2014, Ecully (France). Poster. HAL : hal-01593583.
  • 2013 (60)
    • Journals (11)
    • Conferences (46)
      • International conferences with peer review (44)
        •  Frank Le Bourgeois, Fadoua Drira, Djamel Gaceb & Jean Duong (2013). "Fast Integral MeanShift : Application to Color Segmentation of Document Images". Twelfth International Conference on Document Analysis and Recognition (ICDAR 2013), 25 août 2013, Washington, USA (United States of America), pp. 52-56. HAL : hal-01339208.
        •  Loreta Suta, Mihaela Scuturici, Vasile-Marian Scuturici & Serge Miguet (2013). "PaTHOS: Part-based Tree Hierarchy for Object Segmentation". International Conference on Computer Analysis of Images and Patterns (CAIP), 27 août 2013, York (United Kingdom), pp. 393-400. HAL : hal-01339200.
        •  Yoann Baveye, Jean-Noël Bettinelli, Emmanuel Dellandréa, Liming Chen & Christel Chamaret (2013). "A Large Video Database for Computational Models of Induced Emotion". 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), 2 septembre 2013, Geneva (Switzerland), pp. 13-18. doi : 10.1109/ACII.2013.9. HAL : hal-01339226.
        •  Yuxing Tang, Charles-Edmond Bichot & Chao Zhu (2013). "Fan-shaped Patch Local Binary Patterns for Texture Classification". International Workshop on Content-Based Multimedia Indexing (CBMI), 17 juin 2013, Veszprém (Hungary), pp. 115-120. doi : 10.1109/CBMI.2013.6576566. HAL : hal-01339228.
        •  Olivier L. Georgeon, Christian Wolf & Simon Gay (2013). "An Enactive Approach to Autonomous Agent and Robot Learning". Joint International Conference on Development and Learning and on Epigenetic Robotics, 18 août 2013, Osaka (Japan), pp. 1-6. doi : 10.1109/DevLrn.2013.6652527. HAL : hal-01339220. .
        •  Rim Walha, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Mohamed Adel Alimi (2013). "Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding". International Conference on Image Analysis and Processing (ICIAP 2013), 9 septembre 2013, Naples (Italy), pp. 439-448. doi : 10.1007/978-3-642-41184-7_45. HAL : hal-01339214.
        •  Djamel Gaceb, Frank Le Bourgeois & Jean Duong (2013). "Adaptative Smart-Binarization Method for Images of Business Documents". Twelfth International Conference on Document Analysis and Recognition (ICDAR 2013), 25 août 2013, Washington, USA (United States of America), pp. 118-122. HAL : hal-01339207.
        •  Ikram Moalla, Frank Le Bourgeois & Mohamed Adel Alimi (2013). "Generalized Eigen Cooccurrence : Application to Palaeography". International Conference On Document Analysis and Recognition (ICDAR13), 25 août 2013, Washington DC (United States of America), pp. 555-559. HAL : hal-01339215.
        •  Oya Celiktutan, Akgül Ceyhun Burak, Christian Wolf & Bülent Sankur (2013). "Graph-Based Analysis of Physical Exercise Actions". ACM Multimedia Workshop on Multimedia Indexing and Information Retrieval for Healthcare, 22 octobre 2013, Barcelona (Spain), pp. 23-32. HAL : hal-01339245.
        •  Yu Zhang, Stéphane Bres & Liming Chen (2013). "Visual Concept Detection and Annotation via Multiple Kernel Learning of multiple models". The International Conference on Image Analysis and Processing (ICIAP 2013), 9 septembre 2013, Naples (Italy), pp. 581-590. doi : 10.1007/978-3-642-41184-7_59. HAL : hal-01339303.
        •  Yu Zhang, Chao Zhu, Stéphane Bres & Liming Chen (2013). "Encoding Local Binary Descriptors by Bag-of-Features with Hamming Distance for Visual Object Categorization". Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, 24 mars 2013, Moscow (Russian Federation), pp. 630-641. HAL : hal-01339304.
        •  Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet & Christophe Garcia (2013). "BLSTM-RNN based 3D Gesture Classification". Artificial Neural Networks and Machine Learning, ICANN 2013, 23rd International Conference on Artificial Neural Networks, 13 septembre 2013, Sofia (Bulgaria). HAL : hal-01224806. .
        •  Xi Zhao, Wuming Zhang, Evangelopoulos G., Di Huang, Shah S.k., Yunhong Wang, Ioannis A. Kakadiaris & Liming Chen (2013). "Benchmarking asymmetric 3D-2D face recognition systems". Automatic Face and Gesture Recognition (FG), 2013 10th IEEE International Conference and Workshops on Biometrics Compendium, IEEE, 22 avril 2013, Shanghai (China), pp. 1-8. doi : 10.1109/FG.2013.6553819. HAL : hal-01339319.
        •  Christine Largeron, Peng Wang, Véronique Eglin, Antony Mckenna & Christophe Garcia (2013). "A comprehensive representation model for handwriting dedicated to word spotting". International Conference on Document Analysis and Recognition (ICDAR), 28 août 2013, Washington (United States of America). HAL : ujm-00870693.
        •  Grégoire Lefebvre & Christophe Garcia (2013). "Learning a bag of features based nonlinear metric for facial similarity". Advanced Video and Signal Based Surveillance (AVSS), 2013 10th IEEE International Conference on, 30 août 2013, Krakow (Poland). doi : 10.1109/AVSS.2013.6636646. HAL : hal-01218768. .
        •  Yuyao Zhang, Younes Houari Benhamza, Khalid Idrissi & Christophe Garcia (2013). "Incremental Principal Component Analysis-based Sparse Representation for Face Pose Classification". International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS 2013), 28 octobre 2013, Poznan (Poland), pp. 620-631. doi : 10.1007/978-3-319-02895-8_56. HAL : hal-01351703.
        •  Yuyao Zhang, Khalid Idrissi & Christophe Garcia (2013). "A Dictionary-Learning Sparse Representation Framework for Pose Classification". IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2013), 22 septembre 2013, Southampton (United Kingdom), pp. 1-6. doi : 10.1109/MLSP.2013.6661971. HAL : hal-01339254.
        •  Natalia Neverova, Christian Wolf, Giulio Paci, Giacomo Sommavilla, Graham W. Taylor & Florian Nebout (2013). "A multi-scale approach to gesture detection and recognition". ICCV Workshop on Understanding Human Activities: Context and Interactions (HACI 2013), 8 décembre 2013, Sydney (Australia), pp. 484-491. doi : 10.1109/ICCVW.2013.69. HAL : hal-01339262.
        •  Boyang Gao, Emmanuel Dellandréa & Liming Chen (2013). "SPARSE MUSIC DECOMPOSITION ONTO A MIDI DICTIONARY DRIVEN BY STATISTICAL MUSIC KNOWLEDGE". International Society for Music Information Retrieval Conference (ISMIR), 4 novembre 2013, Curitiba (Brazil), pp. 445-450. HAL : hal-01339270.
        •  Yu Zhang, Stéphane Bres & Liming Chen (2013). "Sampled Multi-scale Color Local Binary Patterns". 8th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP 2013), 21 février 2013, Barcelona (Spain), pp. 303-308. HAL : hal-01351709.
        •  Christine Largeron, Véronique Eglin, Christophe Garcia, Antony Mckenna & Peng Wang (2013). "Exploring Interest Points and local description for Word Spotting Application on Historical Handwriting images". International Conference on Computer Analysis on Images and Patterns, CAIP 2013, 29 août 2013, york (United Kingdom), pp. 408-415. HAL : ujm-00870695.
        •  Christophe Garcia (2013). "Deep Learning for Low Resolution Face Analysis". International Workshop on Low Resolution Face Analysis (LRFA 2013), 27 août 2013, Krakow (Poland), 1 -6. HAL : hal-01339251.
        •  Xiaofang Wang, Chao Zhu, Charles-Edmond Bichot & Simon Masnou (2013). "Graph-based Image Segmentation Using Weighted Color Patch". IEEE International Conference on Image Processing (ICIP), Melbourne (Australia), pp. 4064-4068. HAL : hal-00833305. .
        •  Stefan Duffner & Christophe Garcia (2013). "Unsupervised Online Learning of Visual Focus of Attention". 10-th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2013), 27 août 2013, Krakow (Poland), pp. 25-30. HAL : hal-00976391. .
        •  Xiaofang Wang, Huibin Li, Charles-Edmond Bichot, Simon Masnou & Liming Chen (2013). "A graph-cut approach to image segmentation using an affinity graph based on l0−sparse representation of features". IEEE International Conference on Image Processing, Melbourne (Australia), pp. 4019-4023. HAL : hal-00833278. .
        •  Claire D'agostino, Alexandre Saidi, Gilles Scouarnec & Liming Chen (2013). "Learning-based driving events classification". 2013 16th International IEEE Conference on Intelligent Transportation Systems - (ITSC 2013), 9 octobre 2013, The Hague (France), pp. 1778-1783. doi : 10.1109/ITSC.2013.6728486. HAL : hal-02070155.
        •  Ahn Khoi Ngo Ho, Nicolas Ragot, Jean-Yves Ramel, Véronique Eglin & Nicolas Sidère (2013). "Document Classification in a non-stationary environment: A One-Class SVM Approach". 12th International Conference on Document Analysis and Recognition, 28 août 2013, Washington DC (United States of America), pp. 616-620. HAL : hal-01027456.
        •  Isabelle Bloch, Alain Bretto & Aurélie Leborgne (2013). "Similarity between Hypergraphs Based on Mathematical Morphology". 11th International Symposium, ISMM 2013, 29 mai 2013, Uppsala (Sweden). doi : 10.1007/978-3-642-38294-9_1. HAL : hal-01283941.
        •  Stefan Duffner & Christophe Garcia (2013). "PixelTrack: a fast adaptive algorithm for tracking non-rigid objects". International Conference on Computer Vision (ICCV 2013), 1 décembre 2013, Sydney (Australia), pp. 2480-2487. HAL : hal-00976387. .
        •  Julien Mille, Sébastien Bougleux & Laurent D. Cohen (2013). "Combination of paths for interactive segmentation". BMVC 2013, 13 septembre 2013, Bristol (United Kingdom), p. 144. HAL : hal-00906304. .
        •  Betül Aydin, Jérôme Gensel, Philippe Genoud, Sylvie Calabretto & Bruno Tellez (2013). "An Architecture for Surroundings Discovery by Linking 3D Models and LOD Cloud". Workshop ACM SIGSPATIAL MobiGIS 2013, 8 novembre 2013, Orlando (FL) (United States of America), pp. 9-16. HAL : hal-00955987.
        •  Betül Aydin, Jérôme Gensel, Philippe Genoud, Sylvie Calabretto & Bruno Tellez (2013). "Extending Augmented Reality Mobile Application with Structured Knowledge from the LOD Cloud". 3rd International Workshop on Information Management in Mobile Applications (IMMoA), VLDB 2013, Riva del Garda, Trento (Italy), pp. 21-27. HAL : hal-00956003.
        •  Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant & Didier Coquin (2013). "A Model-Based Approach for Compound Leaves Understanding and Identification". International Conference on Image Processing (ICIP), 18 septembre 2013, Melbourne (Australia), pp. 1471-1475. HAL : hal-00872889. .
        •  Guillaume Cerutti, Laure Tougne, Didier Coquin & Antoine Vacavant (2013). "Curvature-Scale-based Contour Understanding for Leaf Margin Shape Recognition and Species Identification". International Conference on Computer Vision Theory and Applications (VISAPP), 24 février 2013, Barcelona (Spain), pp. 277-284. HAL : hal-00872870. .
        •  Pierre Lemaire, Liming Chen, Mohsen Ardabilian & Mohamed Daoudi (2013). "Fully Automatic 3D Facial Expression Recognition using Differential Mean Curvature Maps and Histograms of Oriented Gradients". Workshop 3D Face Biometrics, IEEE Automatic Facial and Gesture Recognition, 26 avril 2013, Shanghai (China), p. 1. HAL : hal-00823903. .
        •  Matthieu Rogez, Laure Tougne & Lionel Robinault (2013). "A Prior-Knowledge Based Casted Shadows Prediction Model Featuring OpenStreetMap Data". VISAPP, 5 janvier 2013, Barcelone (Spain), pp. 602-607. HAL : hal-01339145.
        •  Ikram Moalla, Frank Le Bourgeois & Mohamed Adel Alimi (2013). "Classification of Medieval Writings by New Statistical Measures". International Graphonomics Society, 13 juin 2013, Nara (Japan). HAL : hal-01593350.
        •  Di Huang, Chao Zhu, Charles-Edmond Bichot, Yunhong Wang & Liming Chen (2013). "HSOG: A Novel Local Descriptor based on Histograms of Second Order Gradients for Object Categorization". ACM International Conference on Multimedia Retrieval (ICMR), 16 avril 2013, Dallas (United States of America), pp. 199-206. doi : 10.1145/2461466.2461500. HAL : hal-01339158.
        •  Rim Walha, Drira Fadoua, Frank Le Bourgeois, Christophe Garcia & Mohamed Adel Alimi (2013). "Multiple Learned Dictionaries based Clustered Sparse Coding for the Super-Resolution of Signle Text Image". International Conference on Document Analysis and Recognition (ICDAR 2013), 25 août 2013, Washington (United States of America), pp. 234-240. doi : 10.1109/ICDAR.2013.103. HAL : hal-01339188.
        •  Kannikar Intawong, Mihaela Scuturici & Serge Miguet (2013). "A new pixel-based quality measure for segmentation algorithms integrating precision, recall and specificity". International Conference on Computer Analysis of Images and Patterns (CAIP), 27 août 2013, York (United Kingdom), pp. 188-195. HAL : hal-01339199.
        •  Julien Martel, Toru Nakashika, Christophe Garcia & Khalid Idrissi (2013). "A Combination of Hand-crafted and Hierarchical High-level Learnt Feature Extraction for Music Genre Classification". International Conference on Artificial Neural Networks (ICANN 2013), 10 septembre 2013, Sofia (Bulgaria), pp. 397-404. doi : 10.1007/978-3-642-40728-4_50. HAL : hal-01339196.
        •  Dongming Chen, Mohsen Ardabilian & Liming Chen (2013). "A Novel Trilateral Filter based Adaptive Support Weight Method for Stereo Matching". British Machine Vision Conference (BMVC), 9 septembre 2013, Bristol, UK (United Kingdom). HAL : hal-01542692.
        •  Mingyuan Jiu, Christian Wolf & Atilla Baskurt (2013). "Integrating spatial layout of object parts into classification without pairwise terms: application to fast body parts estimation from depth images". VISAPP, 21 février 2013, Barcelona (Spain), pp. 626-631. HAL : hal-01339138.
        •  Dongming Chen, Mohsen Ardabilian, Xiaofang Wang & Liming Chen (2013). "An improved non-local cost aggregation method for stereo matching based on color and boundary cue". IEEE International Conference on Multimedia and Expo (ICME), 15 juillet 2013, San Jose, California, USA (United States of America). HAL : hal-01542693.
      • National conferences with peer review (1)
        •  Baptiste Chu, Sami Romdhani & Liming Chen (2013). "Applications of 3D morphable models for faces with expressions". COmpression et REprésentation des Signaux Audiovisuels, 28 novembre 2013, Le Creusot (France), pp. 1-6. HAL : hal-01339307.
      • Other conferences (1)
        •  Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, Miriam Redi, Bernard Merialdo, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau et al. (2013). "IRIM at TRECVID 2013: Semantic Indexing and Instance Search". Proc. TRECVID Workshop, Gaithersburg, MD (United States of America). HAL : hal-00953092. .
    • HDR, thesis (1)
      • Thesis (1)
        •  Huibin Li (2013). "Towards three-dimensional face recognition in the real". HAL : tel-00998798. .
    • Book edition (books, chapters, seminars, congress, special numbers) (2)
      •  Michel Beigbeder & Véronique Eglin (2013). "Document numérique : Le document, de l'image aux mots RSTI série DN Volume 16 N° 2". Hermes Science. HAL : emse-00989602.
      •  Alaeddine Mihoub, Gérard Bailly & Christian Wolf (2013). "Social behavior modeling based on Incremental Discrete Hidden Markov Models". Human Behavior Understanding. 4th International Workshop, HBU 2013, Barcelona, Spain, October 22, 2013. Proceedings, Springer International Publishing, pp. 172-183. doi : 10.1007/978-3-319-02714-2_15. HAL : hal-00851903. .
  • 2012 (63)