Search Results for author: Lea Müller

Found 5 papers, 3 papers with code

Generative Proxemics: A Prior for 3D Social Interaction from Images

1 code implementation15 Jun 2023 Lea Müller, Vickie Ye, Georgios Pavlakos, Michael Black, Angjoo Kanazawa

To address this, we present a novel approach that learns a prior over the 3D proxemics two people in close social interaction and demonstrate its use for single-view 3D reconstruction.

3D Reconstruction Denoising +1

3D Human Pose Estimation via Intuitive Physics

no code implementations CVPR 2023 Shashank Tripathi, Lea Müller, Chun-Hao P. Huang, Omid Taheri, Michael J. Black, Dimitrios Tzionas

Inspired by biomechanics, we infer the pressure heatmap on the body, the Center of Pressure (CoP) from the heatmap, and the SMPL body's Center of Mass (CoM).

3D Human Pose Estimation

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.

Ranked #73 on 3D Human Pose Estimation on 3DPW (MPJPE metric)

3D Human Pose Estimation

Cannot find the paper you are looking for? You can Submit a new open access paper.