Changxue Chen

Learning 3D Human Pose and Shape Estimation Using Uncertainty-Aware Body Part Segmentation

While exploiting body segmentations for supervision, existing 3D human pose and shape estimation methods are plagued by mismatches between clothed body segmentations and skinned SMPL model reprojections. Moreover, noisy pixels introduced by inaccurate segmentation annotations also prevent the model…