Object tracking and activity recognition

• Qingwu Liu, Deep Learning-based Roadside Stereo Camera Data Analysis and Road User Safety Diagnosis, Doctorate, September 2020 - now
• Safwen Naimi, Activity Recognition for suicide prevention, Doctorate, September 2022 - now
• Yassine Achour, Trajectory prediction of road users, Doctorate, January 2024 - now
• Jiaqi Li, Group activity recognition and localization, Doctorate, January 2023 - now

Object detection, modeling and recognition

• Khalil Sabri, Motion modeling in videos, Doctorate, January 2024 - now
• Mohamed Aziz Younes, Conflict detection between road users, Master, January 2025 - now
• Mariem Rebaani, Anomaly detection in videos, Master, May 2025 - now
• Coralie Brodeur, Benthic species detection, Master, September 2025 - now

Other:

• Miquel Florensa, Bayesian diffusion models, Doctorat, January 2024 - now

Object tracking and activity recognition

• Mehdi Miah, Detection and tracking of objects with self-supervised methods, Doctorate, January 2019 - August 2024
• Soufiane Lamghari, Activity recognition, Doctorate, January 2018 - August 2023
• Jacob Meilleur, Multiple object tracking with deep neural networks, Master, May 2021 - Mai 2023
• 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
• Tanushri Chakravorty, Robust tracking faces in video surveillance (.pdf), Doctorate, January 2013 - September 2017
• 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.
• 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.
• 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
• François Morin, Fusion of visible and infrared video sequence with a trajectory-based algorithm (.pdf), Master, May 2006 - August 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

• Noreen Anwar, Object detection in videos, Doctorate, January 2022 - November 2025
• Wissal Zarrami, Object range detection in radar signals, Master, May 2023 - June 2025
• Xi Ye, Video future frames prediction, Doctorate, January 2020 - June 2024
• Rihab Hajlaoui, Emotion recognition, Master, September 2020 - December 2023
• Andrey Sobolevsky, Graphical User Interface generation from graphs, Master, January 2022 - October 2023
• Daniel Wang, Transformers with Convolutional Methods for Person Re-Identification, Master, September 2020 - December 2022
• 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
• 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
• Yueyun Shu, Segmentation and Tracking of Cavity Area in Thoracic Discectomy Surgical Video Sequences (.pdf), Master, June 2004-August 2005

Image segmentation

• Katia Jodogne-Del Litto, Detection and instance segmentation in real-time by mask approximations, Master, September 2021 - July 2023
  ***Nominated for best thesis award.
• Pierre-Luc St-Charles, Background subtraction with local binary similarity patterns, Doctorate, January 2013 - April 2018
  ***Best thesis award.
• Rafik Bourezak, Objects detection and tracking using iterative division and correlograms, Master, January 2005 - September 2006