1 code implementation • 15 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.
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).
Ranked #1 on 3D Human Pose Estimation on RICH
1 code implementation • ICCV 2021 • Muhammed Kocabas, Chun-Hao P. Huang, Joachim Tesch, Lea Müller, Otmar Hilliges, Michael J. Black
We then train a novel network that concatenates the camera calibration to the image features and uses these together to regress 3D body shape and pose.
Ranked #1 on 3D Multi-Person Pose Estimation on AGORA
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)
no code implementations • 29 Oct 2018 • Lea Müller, Maha Shadaydeh, Martin Thümmel, Thomas Kessler, Dana Schneider, Joachim Denzler
Human nonverbal emotional communication in dyadic dialogs is a process of mutual influence and adaptation.