HSPACE: Synthetic Parametric Humans Animated in Complex Environments. (arXiv:2112.12867v2 [cs.CV] UPDATED)

Advances in the state of the art for 3d human sensing are currently limited
by the lack of visual datasets with 3d ground truth, including multiple people,
in motion, operating in real-world environments, with complex illumination or
occlusion, and potentially observed by a moving camera. Sophisticated scene
understanding would require estimating human pose and shape as well as
gestures, towards representations that ultimately combine useful metric and
behavioral signals with free-viewpoint photo-realistic visualisation
capabilities. To sustain progress, we build a …

arxiv cv humans