Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation

Mohamed Omran, Christoph Lassner, Gerard Pons-Moll +2

Direct prediction of 3D body pose and shape remains a challenge even for highly parameterized deep learning models. Mapping from the 2D image space to the prediction space is diffi…