Search Results for author: Chun-Hao P. Huang

Found 11 papers, 8 papers with code

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

MIME: Human-Aware 3D Scene Generation

no code implementations CVPR 2023 Hongwei Yi, Chun-Hao P. Huang, Shashank Tripathi, Lea Hering, Justus Thies, Michael J. Black

We propose MIME (Mining Interaction and Movement to infer 3D Environments), which is a generative model of indoor scenes that produces furniture layouts that are consistent with the human movement.

2D Semantic Segmentation task 1 (8 classes) 3D Semantic Scene Completion +2

SmartMocap: Joint Estimation of Human and Camera Motion using Uncalibrated RGB Cameras

1 code implementation28 Sep 2022 Nitin Saini, Chun-Hao P. Huang, Michael J. Black, Aamir Ahmad

Second, we learn a probability distribution of short human motion sequences ($\sim$1sec) relative to the ground plane and leverage it to disambiguate between the camera and human motion.

Accurate 3D Body Shape Regression using Metric and Semantic Attributes

1 code implementation CVPR 2022 Vasileios Choutas, Lea Muller, Chun-Hao P. Huang, Siyu Tang, Dimitrios Tzionas, Michael J. Black

Since paired data with images and 3D body shape are rare, we exploit two sources of information: (1) we collect internet images of diverse "fashion" models together with a small set of anthropometric measurements; (2) we collect linguistic shape attributes for a wide range of 3D body meshes and the model images.

3D Human Reconstruction 3D Human Shape Estimation

Human-Aware Object Placement for Visual Environment Reconstruction

1 code implementation CVPR 2022 Hongwei Yi, Chun-Hao P. Huang, Dimitrios Tzionas, Muhammed Kocabas, Mohamed Hassan, Siyu Tang, Justus Thies, Michael J. Black

In fact, we demonstrate that these human-scene interactions (HSIs) can be leveraged to improve the 3D reconstruction of a scene from a monocular RGB video.

3D Reconstruction Object

PARE: Part Attention Regressor for 3D Human Body Estimation

1 code implementation ICCV 2021 Muhammed Kocabas, Chun-Hao P. Huang, Otmar Hilliges, Michael J. Black

Despite significant progress, we show that state of the art 3D human pose and shape estimation methods remain sensitive to partial occlusion and can produce dramatically wrong predictions although much of the body is observable.

3D human pose and shape estimation 3D Multi-Person 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

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