MOTIP2: Spatial Priors for End-to-End Multi-Object Tracking
B. Roussel, D. Bouet, L. Chen, P. Perrault
British Machine Vision Conference (BMVC)2026ConferenceAccepted, to appear
Hello! I am a PhD student in a CIFRE program between Idemia Public Security and Centrale Lyon, in the LIRIS lab. I work on multi-object tracking: following multiple objects through a video while keeping track of their identities, a task that is simple to describe but hard to solve. My research explores how systems can learn to track by jointly learning detection and association, with the goal of building accurate, efficient trackers suited to real-world deployment.
Beyond my thesis, I’m driven by a desire to understand how things work and not just how to use them. I enjoy digging into the underlying principles and building the intuition needed to develop new ideas. I was drawn to AI because I wanted to explore problems across different fields and turn that understanding into something useful.
B. Roussel, D. Bouet, L. Chen, P. Perrault
British Machine Vision Conference (BMVC)2026ConferenceAccepted, to appear
B. Roussel, K. Steunou, D. Martin, P. Perrault
HAL preprint2026Preprint