56 citations · 87 across the 6 of their papers we have counts for
6 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…
Fairness over time in dynamic resource allocation with an application in Healthcare
Andrea Lodi, Philippe Olivier, Gilles Pesant +1
Decision making problems are typically concerned with maximizing efficiency. In contrast, we address problems where there are multiple stakeholders and a centralized decision maker…
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…
Counting-Based Search: Branching Heuristics for Constraint Satisfaction Problems
Gilles Pesant, Claude-Guy Quimper, Alessandro Zanarini
Designing a search heuristic for constraint programming that is reliable across problem domains has been an important research topic in recent years. This paper concentrates on one…
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,…