Search Results for author: Jia Gong

Found 6 papers, 1 papers with code

LAGA: Layered 3D Avatar Generation and Customization via Gaussian Splatting

no code implementations21 May 2024 Jia Gong, Shenyu Ji, Lin Geng Foo, Kang Chen, Hossein Rahmani, Jun Liu

To generate high-quality garments for each layer, we introduce a coarse-to-fine strategy for diverse garment generation and a novel dual-SDS loss function to maintain coherence between the generated garments and avatar components, including the human body and other garments.

Distribution-Aligned Diffusion for Human Mesh Recovery

no code implementations ICCV 2023 Lin Geng Foo, Jia Gong, Hossein Rahmani, Jun Liu

Inspired by their capability, we explore a diffusion-based approach for human mesh recovery, and propose a Human Mesh Diffusion (HMDiff) framework which frames mesh recovery as a reverse diffusion process.

Denoising Human Mesh Recovery

DiffPose: Toward More Reliable 3D Pose Estimation

1 code implementation CVPR 2023 Jia Gong, Lin Geng Foo, Zhipeng Fan, Qiuhong Ke, Hossein Rahmani, Jun Liu

Monocular 3D human pose estimation is quite challenging due to the inherent ambiguity and occlusion, which often lead to high uncertainty and indeterminacy.

3D Pose Estimation Monocular 3D Human Pose Estimation

Meta Agent Teaming Active Learning for Pose Estimation

no code implementations CVPR 2022 Jia Gong, Zhipeng Fan, Qiuhong Ke, Hossein Rahmani, Jun Liu

The existing pose estimation approaches often require a large number of annotated images to attain good estimation performance, which are laborious to acquire.

Active Learning Pose Estimation

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