AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation

arXiv:2403.17934v1 Announce Type: new
Abstract: Expressive human pose and shape estimation (a.k.a. 3D whole-body mesh recovery) involves the human body, hand, and expression estimation. Most existing methods have tackled this task in a two-stage manner, first detecting the human body part with an off-the-shelf detection model and inferring the different human body parts individually. Despite the impressive results achieved, these methods suffer from 1) loss of valuable contextual information via cropping, 2) introducing distractions, and 3) lacking inter-association among different …

abstract arxiv cs.cv detection human mesh part recovery stage type