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tinatiansjz / hmr-survey

[TPAMI 2023] Recovering 3D Human Mesh from Monocular Images: A Survey
https://arxiv.org/pdf/2203.01923.pdf
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Collecting related papers to appear in CVPR 2022 #1

Open tinatiansjz opened 2 years ago

tinatiansjz commented 2 years ago

As lots of excellent work is going to appear in CVPR 2022, we are collecting the newly released papers related to human mesh recovery (a.k.a. 3D human pose and shape estimation).

If you have any proposals, please feel free to comment below. 😊

HongwenZhang commented 2 years ago

Dataset: Human Mesh Recovery from Multiple Shots

Body Shape: Accurate 3D Body Shape Regression using Metric and Semantic Attributes

Temporal: GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video

Multi-person: Putting People in their Place: Monocular Regression of 3D People in Depth Occluded Human Mesh Recovery Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes

Scene-constraint/contact/physically plausible: GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Human-Aware Object Placement for Visual Environment Reconstruction Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture Trajectory Optimization for Physics-Based Reconstruction of 3D Human Pose from Monocular Video Differentiable Dynamics for Articulated 3D Human Motion Reconstruction Capturing and Inferring Dense Full-Body Human-Scene Contact

vra commented 2 years ago

Combination with Implicit human reconstruction: ICON: Implicit Clothed humans Obtained from Normals

zhihaolee commented 2 years ago

Temporal: Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video

markomih commented 2 years ago

Pose estimation (Contact/interpenetration & geometry scene constraints): COAP: Compositional Articulated Occupancy of People

Sunil7545 commented 2 years ago

Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing

nghorbani commented 2 years ago

Capturing and Inferring Dense Full-Body Human-Scene Contact Occluded Human Mesh Recovery OSSO: Obtaining Skeletal Shape from Outside Accurate 3D Body Shape Regression using Metric and Semantic Attributes Putting People in their Place: Monocular Regression of 3D People in Depth