SUPR: A Sparse Unified Part-Based Human Representation

1 code implementation • 25 Oct 2022 • Ahmed A. A. Osman, Timo Bolkart, Dimitrios Tzionas, Michael J. Black

Using novel 4D scans of feet, we train a model with an extended kinematic tree that captures the range of motion of the toes.

On Self-Contact and Human Pose

1 code implementation • CVPR 2021 • Lea Müller, Ahmed A. A. Osman, Siyu Tang, Chun-Hao P. Huang, Michael J. Black

Third, we develop a novel HPS optimization method, SMPLify-XMC, that includes contact constraints and uses the known 3DCP body pose during fitting to create near ground-truth poses for MTP images.

3D Human Pose Estimation

STAR: Sparse Trained Articulated Human Body Regressor

1 code implementation • ECCV 2020 • Ahmed A. A. Osman, Timo Bolkart, Michael J. Black

The SMPL body model is widely used for the estimation, synthesis, and analysis of 3D human pose and shape.

Expressive Body Capture: 3D Hands, Face, and Body from a Single Image

1 code implementation • CVPR 2019 • Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani, Timo Bolkart, Ahmed A. A. Osman, Dimitrios Tzionas, Michael J. Black

We use the new method, SMPLify-X, to fit SMPL-X to both controlled images and images in the wild.

3D Human Pose Estimation 3D Human Reconstruction +2