JOUSSE , Florent

Three-dimensional (3d) scans are essential in evaluating and following dermatological and cosmetic treatments. Unfortunately, the scanned body parts may be altered by artifacts from the reconstruction or unsought motions from the patients. For instance, facial expressions makes the 3d face scans improper for measurements. Hence, it is essential...

This work addresses the problem of non-rigid registration of 3D scans, which is at the core of shape modeling techniques. Firstly, we propose a new kernel based on geodesic distances for the Gaussian Process Morphable Models (GPMMs) framework. The use of geodesic distances into the kernel makes it more adapted to the topological and geometric...