Yaoyao Du

Flowpose: Conditional Normalizing Flows for 3D Human Pose and Shape Estimation from Monocular Videos

Human motion modeling is essential for video-based 3D human pose and shape estimation. Most existing methods model human motion by learning a deterministic mapping from the input videos to the human body parameters, while the uncertainties such as occlusions and depth ambiguities are ignored. To add…