Tom Wehrbein

Probabilistic Monocular 3D Human Pose Estimation With Normalizing Flows

3D human pose estimation from monocular images is a highly ill-posed problem due to depth ambiguities and occlusions. Nonetheless, most existing works ignore these ambiguities and only estimate a single solution. In contrast, we generate a diverse set of hypotheses that represents the full posterior…