Research

Current Research Topics

  • Interactive navigation assistance in video collections
  • 3D object detection for autonomous driving
  • Firearm type identification

Current Project

  • Participation to the European project HORIZON-CL3-2021-FCT-01-10-101073876 Ceasefire (“Advanced versatile artificial intelligence technologies and interconnected cross-sectoral fully-operational national focal points for combating illicit firearms trafficking”) of the topic “Fight against firearms trafficking” of the call “Fighting Crime and Terrorism 2021” and, more precisely, to the work package 4 “Offline trafficking activities analysis” (01/10/2022 – 30/09/2025).

PhD Students

  • Nguyen Anh Minh MAI (2019-2023): Sensor fusion with deep neural networks for 3D object detection for autonomous vehicles (co-supervised with L. Khoudour and P. Duthon).
  • Thierry MALON (2017-2020): Analysis of concomitant detections for interactive navigation in large video collections (co-supervised with S. Chambon and V. Charvillat).
  • Huy Hieu PHAM (2016-2019): Deep learning architectures for human action recognition from monocular RGB-D video sequences. Application to public transport monitoring (co-supervised with L. Khoudour).
  • Bérengère MATHIEU (2014-2017): Interactive multi-class image segmentation using superpixel classification and factor graph-based optimisation (co-supervised with J.-B. Puel).
  • Yan WANG (2012-2016): Change detection from photographs (co-supervised with J.-B. Puel).
  • Guillaume GALES (2007-2011): Pixel matching for stereo vision using the propagation of feature points correspondences and a randomized voting scheme (co-supervided with S. Chambon).
  • Benoît BOCQUILLON (2004-2008): Contributions to camera self-calibration: modeling and guaranteed solutions by interval analysis (co-supervised with P. Gurdjos).
  • Frédéric COURTEILLE (2003-2006): Monocular vision: theoretical contributions and application to document digitization (co-supervised with J.-D. Durou and P. Duthon).
  • Sylvie CHAMBON (2002-2005): Stereoscopic matching of color images despite occlusions.
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