Institute Homepage
Institute Homepage EN Sign In

Back

Perzeptive Systeme PS:License 1.0 2021-10-12

Learning to Regress Bodies from Images using Differentiable Semantic Rendering

Overall idea

DSR uses semantic information in the form of clothing segmentation when learning to regress 3D human pose and shape from an image. The SMPL body should fit inside the clothing and match unclothed regions.

Release Date: 12 October 2021
licence_type: PS:License 1.0
Authors: Sai Kumar Dwivedi, Nikos Athanasiou, Muhammed Kocabas, Michael J. Black
Link (URL): http://dsr.is.tue.mpg.de
Repository: https://github.com/saidwivedi/DSR