Humans, hands, and horses: 3D reconstruction of articulated object categories using strong, weak, and self-supervision

Abstract: Reconstructing 3D objects from a single 2D image is a task that humans perform effortlessly,  yet computer vision so far has only robustly solved 3D face reconstruction. In this talk we will see how we can extend the scope of monocular 3D reconstruction to more challenging, articulated categories such as human bodies, hands and [...]