3 papers
stat.ME2025
Multivariate Planar Curves: A Statistical Framework for Shape Analysis in Images
Issam-Ali Moindjié, Cédric Beaulac, Marie-Hélène Descary
Recent developments in computer vision have made segmented images widely available across many domains, such as medicine, where segmented radiographs play an important role in diag…
stat.ME2025
A Functional Approach to Curve Alignment and Shape Analysis
Issam-Ali Moindjié, Cédric Beaulac, Marie-Hélène Descary
In many image analysis problems, the contours of objects carry important statistical information about shape. Such contours are typically affected by deformation variables includin…
cs.LG2024
Constructing Ancestral Recombination Graphs through Reinforcement Learning
Mélanie Raymond, Marie-Hélène Descary, Cédric Beaulac +1
Over the years, many approaches have been proposed to build ancestral recombination graphs (ARGs), graphs used to represent the genetic relationship between individuals. Among thes…