Two Hands Are Better Than One: Resolving Hand to Hand Intersections via Occupancy Networks

arXiv:2404.05414v1 Announce Type: new
Abstract: 3D hand pose estimation from images has seen considerable interest from the literature, with new methods improving overall 3D accuracy. One current challenge is to address hand-to-hand interaction where self-occlusions and finger articulation pose a significant problem to estimation. Little work has applied physical constraints that minimize the hand intersections that occur as a result of noisy estimation. This work addresses the intersection of hands by exploiting an occupancy network that represents the hand's volume …

abstract accuracy arxiv challenge cs.cv current images improving literature networks type via work