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Publications

  • Jieyeon Woo, Catherine Pelachaud, Catherine Achard (2021). Creating an interactive human/agent loop using multimodal recurrent neural networks. WACAI 2021
  • Liu Yang, Catherine Achard, Catherine Pelachaud (2021). Modeling of interruptions in human-agent interaction. WACAI 2021
  • Guillaume Vaudaux-Ruth, Adrien Chan-Hon-Tong, Catherine Achard (2021). ActionSpotter: Deep Reinforcement Learning Framework for Temporal Action Spotting in Videos. 2020 25th International Conference on Pattern Recognition (ICPR) Pages 631-638.
  • Guillaume Vaudaux-Ruth, Adrien Chan-Hon-Tong, Catherine Achard (2021). SALAD: Self-Assessment Learning for Action Detection. IEEE/CVF Winter Conference on Applications of Computer Vision
  • Guillaume Vaudaux-Ruth, Adrien Chan-Hon-Tong, Catherine Achard (2020). ActionSpotter: Deep Reinforcement Learning Framework for Temporal Action Spotting in Videos.
  • Abdallah Benzine, Florian Chabot, Bertrand Luvison, Quoc Cuong Pham, Catherine Achard (2020). PandaNet: Anchor-Based Single-Shot Multi-Person 3D Pose Estimation. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Pages 6855-6864.
  • Mégane Millan, Catherine Achard (2020). Fine-tuning Siamese Networks to Assess Sport Gestures Quality. 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2020
  • Abdallah Benzine, Bertrand Luvison, Quoc-Cuong Pham, Catherine Achard (2020). Single-shot 3D multi-person pose estimation in complex images. Pattern Recognition
  • Shuai Liang, Mokrane Boudaoud, Catherine Achard, Weibin Rong, Stéphane Régnier (2019). Atomic force microscope tip localization and tracking through deep learning based vision inside an electron microscope. 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Pages 2435-2440.
  • Geoffrey Vaquette, Catherine Achard, Laurent Lucat (2019). Information Fusion for Action Recognition with Deeply Optimised Hough Transform Paradigm. International Conference on Computer Vision Theory and Applications Vol 16 Pages 423-430.
  • Abdallah Benzine, Bertrand Luvison, Quoc Cuong Pham, Catherine Achard (2019). Deep, Robust and Single Shot 3D Multi-Person Human Pose Estimation from Monocular Images. 2019 IEEE International Conference on Image Processing (ICIP) Pages 584-588.
  • Mégane Millan, Catherine Achard (2019). Segmenting Surgical Tasks using Temporal Convolutional Neural Network. Computer Assisted Radiology and Surgery
  • Gilles Bailly, Emmanouil Giannisakis, Marion Morel, Catherine Achard (2018). Caractériser la transition des menus vers les raccourcis claviers. 30eme conférence francophone sur l'interaction homme-machine Pages 30-41.
  • Sheng Fang, Catherine Achard (2018). Estimation of Cohesion with Feature Categorization on Small Scale Groups. WACAI
  • Marion Morel, Catherine Achard, Richard Kulpa, Séverine Dubuisson (2018). Time-series averaging using constrained dynamic time warping with tolerance. Pattern Recognition Vol 74 Pages 77-89.
  • Sheng Fang, Catherine Achard, Séverine Dubuisson (2018). Modeling the synchrony between interacting people: application to role recognition. Multimedia Tools and Applications Vol 77 Pages 503-518.
  • Solene Chan-Lang, Quoc-Cuong Pham, Catherine Achard (2017). Closed and Open-World Person Re-Identification and Verification. 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA) Pages 1-8.
  • Marion Morel, Catherine Achard, Richard Kulpa, Séverine Dubuisson (2017). Automatic evaluation of sports motion: A generic computation of spatial and temporal errors. Image and Vision Computing Vol 64 Pages 67-78.
  • Patrick Horain, Catherine Achard, Malik Mallem (2017). Intelligent Human Computer Interaction : 9th International Conference, IHCI 2017, Evry, France, December 11-13, 2017, proceedings. Vol 10688 Pages 216.
  • Sheng Fang, Catherine Achard, Séverine Dubuisson (2016). Personality classification and behaviour interpretation: an approach based on feature categories. the 18th ACM International Conference Pages 225-232.
  • Geoffrey Vaquette, Catherine Achard, Laurent Lucat (2016). Robust information fusion in the DOHT paradigm for real-time action detection. Journal of Real-Time Image Processing Vol 16 Pages 1511-1524.
  • Marion Morel, Richard Kulpa, Anthony Sorel, Catherine Achard, Séverine Dubuisson (2016). Automatic and Generic Evaluation of Spatial and Temporal Errors in Sport Motions. 11th International Conference on Computer Vision Theory and Applications (VISAPP 2016) Pages 542-551.
  • Owais Mehmood, Sébastien Ambellouis, Catherine Achard (2015). Exploiting 3D Geometric Primitives for Multicamera Pedestrian Detection. AVSS 2015 - 12th IEEE International Conference on Advanced Video and Signal Based Surveillance Pages 6p.
  • Owais Mehmood, Sébastien Ambellouis, Catherine Achard (2015). Launch these Manhunts! Shaping the Synergy Maps for Multi-Camera Detection. VISIGRAPP 2015, International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications Pages 8p.
  • Christophe Gabard, Catherine Achard, Laurent Lucat (2014). Hierarchical Scene Model for Spatial-color Mixture of Gaussians. Background Modeling and Foreground Detection for Video Surveillance Pages 15-1-15-22.
  • Stéphane Michelet, Catherine Achard, Mohamed Chetouani (2014). Evaluation automatique de l'imitation dans l'interaction. Actes de la conférence RFIA 2014
  • Adrien Chan-Hon-Tong, Catherine Achard, Laurent Lucat (2014). Simultaneous segmentation and classification of human actions in video streams using deeply optimized Hough transform. Pattern Recognition Vol 47 Pages 3807-3818.
  • Owais Mehmood, Sébastien Ambellouis, Catherine Achard (2014). Analysis of Multi-planar Probability Maps for People Localization in Overlapping Camera Systems. ICDSC, International Conference on Distributed Smart Cameras Pages 6p.
  • Marie Avril, Chloë Leclère, Sylvie Viaux, Stéphane Michelet, Catherine Achard, Sylvain Missonnier, Miri Keren, David Cohen, Mohamed Chetouani (2014). Social signal processing for studying parent–infant interaction. Frontiers in Psychology Vol 5 Pages 1437.
  • Owais Mehmood, Sébastien Ambellouis, Catherine Achard (2014). Ghost Pruning for People Localization in Overlapping Multicamera Systems. VISAPP, International Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications Pages 8p.
  • Chloë Leclère, Sylvie Viaux, Marie Avril, Catherine Achard, Mohamed Chetouani, Sylvain Missonnier, David Cohen (2014). Why Synchrony Matters during Mother-Child Interactions: A Systematic Review. PLoS ONE Vol 9 Pages e113571.
  • Adrien Chan-Hon-Tong, Catherine Achard, Laurent Lucat (2013). Transformée de Hough sans a priori pour la segmentation. XXIV Colloque Gretsi
  • Adrien Chan-Hon-Tong, Nicolas Ballas, Catherine Achard, Bertrand Delezoide, Laurent Lucat, Sayd Patrick, Francoise Preteux (2013). Skeleton Point Trajectories for Human Daily Activity Recognition. International Conference on Computer Vision Theory and Applications Pages 520-529.
  • Adrien Chan-Hon-Tong, Catherine Achard, Laurent Lucat (2013). Deeply Optimized Hough Transform: Application to Action Segmentation. International Conference on Image Analysis and Processing
  • Serena Ivaldi, Damien Gerardeaux-Viret, Alain Droniou, Salvatore Anzalone, Olivier Sigaud, Emilie Delaherche, Sofiane Boucenna, Koby Karp, Stéphane Michelet, Catherine Achard, Mohamed Chetouani (2013). Social Coordination Assessment: Distinguishing between Shape and Timing. Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction Pages 9-18.
  • Emilie Delaherche, Sofiane Boucenna, Koby Karp, Stéphane Michelet, Catherine Achard, Mohamed Chetouani (2013). Social Coordination Assessment: Distinguishing between Shape and Timing. IAPR Workshop on Multimodal Pattern Recognition of Social Signals in Human-Computer Interaction Pages 9-18.
  • Christophe Gabard, Catherine Achard, Laurent Lucat, Patrick Sayd (2012). HIERARCHICAL AND SPATIAL-COLORIMETRIC MODEL TO DETECT MOVING TARGETS. International Conference on Computer Vision Theory and Applications Pages 505-508.
  • Catherine Achard, Sébastien Ambellouis, Boris Meden, Sébastien Lefebvre, Dung Nghi Truong Cong (2012). Tracking Objects of Interest Through a Camera Network, in Intelligent Video Surveillance Systems, DUFOUR,J-Y (Ed). Tracking Objects of Interest Through a Camera Network, in Intelligent Video Surveillance Systems, DUFOUR,J-Y (Ed) Pages p147-164.
  • Catherine Achard, Sébastien Ambellouis, Boris Meden, Sébastien Lefebvre, Dung-Nghi Truong Cong (2012). Suivi d'objets d'intérêt dans un réseau de caméras, in Outils d'analyse vidéo : Pour une pleine exploitation des données de vidéoprotection, DUFOUR, JY (ED). Suivi d'objets d'intérêt dans un réseau de caméras, in Outils d'analyse vidéo : Pour une pleine exploitation des données de vidéoprotection, DUFOUR, JY (ED) Pages p179-196.
  • Stéphane Michelet, Koby Karp, Emilie Delaherche, Catherine Achard, Mohamed Chetouani (2012). Automatic Imitation Assessment in Interaction. Human Behavior Understanding. HBU 2012 Pages 161-173.
  • Ilaria Renna, Ryad Chellali, Catherine Achard (2011). REAL AND SIMULATED UPPER BODY TRACKING WITH ANNEALING PARTICLE FILTER AND BELIEF PROPAGATION FOR HUMAN–ROBOT INTERACTION. International Journal of Humanoid Robotics Vol 08 Pages 127-146.
  • Christophe Gabard, Laurent Lucat, Catherine Achard, C. Guillot, Patrick Sayd (2011). Error Decreasing of Background Subtraction Process by Modeling the Foreground. Workshop on Visual Surveillance, Asian Conference on Computer Vision Pages 123-132.
  • E. Bigorgne, Catherine Achard, Jean Devars (2011). A local color descriptor for efficient scene-object recognition. ICIAP 2001. 11th International Conference on Image Analysis and Processing Pages 440-445.
  • Dung Nghi Truongcong, Louahdi Khoudour, Catherine Achard, Jean-Luc Bruyelle (2011). Intelligent distributed surveillance system for people re-identification in transport environment. Journal of Intelligent Transportation Systems: Technology, Planning, and Operations Pages 20p.
  • Dung Nghi Truong Cong, Louahdi Khoudour, Catherine Achard, Amaury Flancquart (2011). Adaptive Model for Object Detection in Noisy and Fast-Varying Environment. International Confernece on Image Analysis and Processing Pages 68-77.
  • Dung-Nghi Truong Cong, Catherine Achard, Louahdi Khoudour (2010). People re-identification by classification of silhouettes based on sparse representation. 2010 2nd International Conference on Image Processing Theory, Tools and Applications (IPTA) Pages 60-65.
  • G. Mostafaoui, M. Milgram, Catherine Achard (2010). A Hough Transform with projection for velocity estimation. Machine Vision and Applications Vol 21 Pages 469-483.
  • D.N. Truong Cong, Catherine Achard, L. Khoudour (2010). Détection et ré-identification de personnes dans un réseau de caméras. Actes du 17ème congrès francophone AFRIF-AFIA, Reconnaissance des Formes et Intelligence Artificielle Pages 8p.
  • D. -N. Truong Cong, L. Khoudour, Catherine Achard (2010). People Reacquisition across Multiple Cameras with Disjoint Views. International Conference on Image and Signal Processing Pages 488-495.
  • Dung-Nghi Truong Cong, Louahdi Khoudour, Catherine Achard, Lounis Douadi (2010). People Detection and Re-Identification in Complex Environments. IEICE Transactions on Information and Systems Vol E93-D Pages 1761-1772.