8 citations · 8 across the 2 of their papers we have counts for
4 papers
Improving tracking with a tracklet associator
Rémi Nahon, Guillaume-Alexandre Bilodeau, Gilles Pesant
Multiple object tracking (MOT) is a task in computer vision that aims to detect the position of various objects in videos and to associate them to a unique identity. We propose an…
Tracking Road Users using Constraint Programming
Alexandre Pineault, Guillaume-Alexandre Bilodeau, Gilles Pesant
In this paper, we aim at improving the tracking of road users in urban scenes. We present a constraint programming (CP) approach for the data association phase found in the trackin…
Compiling Stochastic Constraint Programs to And-Or Decision Diagrams
Behrouz Babaki, Golnoosh Farnadi, Gilles Pesant
Factored stochastic constraint programming (FSCP) is a formalism to represent multi-stage decision making problems under uncertainty. FSCP models support factorized probabilistic m…
On Global Warming (Softening Global Constraints)
Willem Jan van Hoeve, Gilles Pesant, Louis-Martin Rousseau
We describe soft versions of the global cardinality constraint and the regular constraint, with efficient filtering algorithms maintaining domain consistency. For both constraints,…