3 papers
stat.ME2026
A Functional Data Framework For Analyzing Shapes and Textures in Images
Issam-Ali Moindjié
Images represent objects characterized by contours and textures. From a statistical perspective these features can be defined as observations of continuous random functions. Howeve…
stat.ME2026
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…
stat.ME2025
Multivariate Planar Curves: A Statistical Framework for Shape Analysis in Images
Issam-Ali Moindjié, Marie-Hélène Descary, Cédric Beaulac
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…