RESEARCH INTERESTS
- Machine learning and deep learning in computer vision
- Video surveillance
- Detection and segmentation of objects
- Object tracking
- Visible/infrared stereoscopy
- Thermographic image analysis
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ON-GOING PROJECTS
Object tracking and activity recognition
- Mehdi Miah, Detection and tracking of objects with self-supervised methods, Doctorate, January 2019 - now
- Soufiane Lamghari, Activity recognition, Doctorate, January 2018 - now
- Pankaj Raj Roy, Abnormal event detection, Doctorate, May 2018 - now
- Noreen Anwar, Multiple object tracking and detection, Doctorate, January 2022 - now
- Jacob Meilleur, Multiple object tracking with deep neural networks, Master, May 2021 - now
- Qingwu Liu, Deep Learning-based Roadside Stereo Camera Data Analysis and Road User Safety Diagnosis, Septembre 2020 - aujourd'hui
Visible/infrared stereoscopy and sensor fusion
Object detection, modeling and recognition
- Rihab Hajlaoui, Emotion recognition, Master, September 2020 - now
- Xi Ye, Video future frames prediction by Self-supervised representation learning, Doctorate, January 2020 - now
- Katia Jodogne-Del Litto, Detection and instance segmentation in real-time by mask approximations, Master, September 2021 - now
- Andrey Sobolevsky, Graphical User Interface generation from graphs, Master, January 2022 - now
PAST PROJECTS & ALUMNI
Object tracking and activity recognition
- Mahsa Nazemi Gelian, A Design Approach for Efficient Inter-Camera Vehicle Tracking, Master, September 2019 - August 2022
***Nominated for best thesis award. - Rémi Nahon, Multiple object tracking wih constraint programming, Master, January 2020 - December 2021
- Oumayma Messoussi, Real-Time Vehicle Detection and Tracking From Surveillance Cameras in Urban Scenes, Master, September 2019 - June 2021
- Zhuofei Kang, Multiple object tracking in videos, Master, September 2018 - April 2021
- Hui-Lee Ooi, Multiple object tracking in urban scenes, Doctorate, January 2016 - January 2021
- Alexandre Pineault, Multiple object tracking with constraint programming, Master, May 2018 - December 2019
- Zhenxi Li, Object tracking in video surveillance using deep learning, Master, September 2017 - April 2019
- Yucao Tang, Evaluation of trackers for a PTZ camera, Baccalauréat, July 2017 - Octobre 2017
*** Mitacs Globalink intern - Tanushri Chakravorty, Robust tracking faces in video surveillance (.pdf), Doctorate, January 2013 - September 2017
- Yuebin Yang, Multiple object tracking, Baccalauréat, July 2016 - Octobre 2016
*** Mitacs Globalink intern - Dorra Riahi, Multiple object tracking (.pdf), Doctorate, January 2011 - September 2016
- Francois-Xavier Derue, Superpixel tracking (.pdf), Master, January 2015 - April 2016
***Best master thesis award - Wassim Bouachir, Part-Based Tracking via Salient Collaborating Features (.pdf), Doctorate, January 2011 - December 2014
***Nominated for best thesis award. - Gengjie Chen, PTZ camera simulator (.pdf), Bachelor, June 2014 - August 2014
*** Mitacs Globalink intern - Jean-Philippe Jodoin, Vehicule tracking and traffic analysis (.pdf), Master, January 2012 - December 2013
***Nominated for best thesis award. - Parisa Darvish Zadeh Varcheie, Face tracking using an IP PTZ camera for video surveillance applications (.pdf), Doctorate, September 2006 - May 2010
- Atousa Torabi, Object tracking and event detection by multiple hypotheses analysis (.pdf), Master, May 2006 - December 2007
Visible/infrared stereoscopy and sensor fusion
- Philippe Duplessis-Guindon, Thermal IR/Visible image registration, Master, January 2021 - August 2022
- David-Alexandre Beaupré, Deep learning-based visible/infrared stereo, Master, January 2019 - August 2020
***Nominated for best thesis award. - Pierre-Luc St-Charles, Recognition and identification of people and objects by co-segmentation and registration of visible and infrared imagery (.pdf), Doctorate, January 2013 - April 2018
***Best thesis award. - Luan Dinh Nguyen, Infrared-visible video registration (.pdf), Bachelor, June 2015 - September 2015
*** Mitacs Globalink intern - Socheat Sonn, Point-based registration of infrared and visible images (.pdf), Master, September 2011 - May 2013
- Atousa Torabi, Depth ordering of objects in a scene using multimodal stereo imagery (.pdf), Doctorate, January 2008 - May 2012
***Nominated for best thesis award. - Mahya Najafianrazavi, Correspondence feature comparison for visible-thermal stereo (.pdf), Master, September 2010 - August 2011
- Mahsa Darvish Zadeh Varcheie, Recalage automatique de vidéos visibles et infrarouges d'expériences biomédicales, Bachelor, July - September 2010
- François Morin, Fusion of visible and infrared video sequence with a trajectory-based algorithm (.pdf), Master, May 2006 - August 2009
- Romain Garnier, Analyse et comparaison des méthodes par région et par points caractéristiques pour la mise en correspondance de régions d'intérêt dans des paires d'images visibles et infrarouges (.pdf), Bachelor, May 2010 - August 2010
- Guillaume Massé, Projet fusion Infrarouge/visible (.pdf) Bachelor, May 2009 - December 2009
- Pier-Luc St-Onge, Visible and Infrared Sensors Fusion by Matching Feature Points of Foreground Blobs (.pdf), Master, January 2006 - December 2007
Object detection, modeling and recognition
- Daniel Wang, Transformers with Convolutional Methods for Person Re-Identification, Master, September 2020 - December 2023
- Mark Asmar, A Vision-Based Automatic Transcription of Guitar Music from RGBD Videos, September 2021 - August 2022
- Hughes Perreault, Road users detection in urban scenes, Doctorate, May 2017 - October 2021
- Jules Simon, Color inference for person search, Master, January 2019 - August 2020
- Yacine Khreimeche, Person re-identification, Master, September 2018 - July 2020
***Nominated for best thesis award. - Imanne El Maâchi, Human gait analysis, Master, May 2017 - December 2018
- Farnoosh Ghadiri, Carried object detection (.pdf), Doctorate, September 2013 - February 2018
- Saman Bashbaghi, Contextual fusion of experts for face screening applications (.pdf), Doctorate, January 2013 - September 2017
- Adrien Lessard, Vehicle counting from cameras, Bachelor, May 2015 - Avril 2016
- Frédéric Blouin, Inventory management using computer vision, Master, September 2011 - August 2014
***Nominated for best thesis award. - Rana Farah, Seizure and behaviour identification of animals using computer vision (.pdf), Doctorate, May 2009 - July 2013
- Soufiane Ammouri, Monitoring medication intake (.pdf), Maîtrise, September 2006 - August 2008
- Michael Eilers-Smith, Développement d'outils de traitement vidéo Bachelor, May 2008 - August 2008
- Yueyun Shu, Segmentation and Tracking of Cavity Area in Thoracic Discectomy Surgical Video Sequences (.pdf), Master, June 2004-August 2005
Figure/ground segmentation
- Pierre-Luc St-Charles, Background subtraction with local binary similarity patterns (.pdf), Doctorate, January 2013 - April 2018
***Nominated for best thesis award. - David-Alexandre Beaupré, Improving object detection for multiple object tracking, Baccalauréat, May 2017 - August 2017
*** NSERC-FRQNT intern - Michael Sills-Lavoie, Implantation d'outils de capture et d'un algorithme de soustraction d'arrière-plan, Bachelor, May 2007 - August 2007
- Rafik Bourezak, Objects detection and tracking using iterative division and correlograms (.pdf), Master, January 2005 - September 2006
- Mariana Nenova, Implantation d'algorithmes de soustraction d'arrière-plan, Bachelor, October 2005 - April 2006
