Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery

Tom Wehrbein, Marco Rudolph, Bodo Rosenhahn +1

Monocular 3D human pose and shape estimation is an inherently ill-posed problem due to depth ambiguities, occlusions, and truncations. Recent probabilistic approaches learn a distr…