PoSynDA: Multi-Hypothesis Pose Synthesis Domain Adaptation for Robust 3D Human Pose Estimation

Author:

Liu Hanbing1ORCID,He Jun-Yan2ORCID,Cheng Zhi-Qi3ORCID,Xiang Wangmeng4ORCID,Yang Qize2ORCID,Chai Wenhao5ORCID,Wang Gaoang6ORCID,Bao Xu2ORCID,Luo Bin2ORCID,Geng Yifeng7ORCID,Xie Xuansong7ORCID

Affiliation:

1. DAMO Academy, Alibaba Group & Tsinghua University, Shenzhen, China

2. DAMO Academy, Alibaba Group, Shenzhen, China

3. Carnegie Mellon University, Pittsburgh, PA, USA

4. DAMO Academy, Alibaba Group, Hangzhou, China

5. University of Washington, Seattle, WA, USA

6. Zhejiang University, Hangzhou, China

7. DAMO Academy, Alibaba Group, Beijing, China

Funder

Intelligence Advanced Research Projects Activity

U.S. Department of Commerce and National Institute of Standards and Technology

Army Research Laboratory

Air Force Research Laboratory

US Department of Transportation

Publisher

ACM

Reference73 articles.

1. KeyPosS: Plug-and-Play Facial Landmark Detection through GPS-Inspired True-Range Multilateration

2. Han Cai , Chuang Gan , Ligeng Zhu , and Song Han . 2020 . Tinytl: Reduce activations, not trainable parameters for efficient on-device learning. arXiv preprint arXiv:2007.11622 (2020). Han Cai, Chuang Gan, Ligeng Zhu, and Song Han. 2020. Tinytl: Reduce activations, not trainable parameters for efficient on-device learning. arXiv preprint arXiv:2007.11622 (2020).

3. Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks

4. Wenhao Chai , Zhongyu Jiang , Jenq-Neng Hwang , and Gaoang Wang . 2023. Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation. arXiv preprint arXiv:2303.16456 ( 2023 ). Wenhao Chai, Zhongyu Jiang, Jenq-Neng Hwang, and Gaoang Wang. 2023. Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation. arXiv preprint arXiv:2303.16456 (2023).

5. Hanyuan Chen , Jun-Yan He , Wangmeng Xiang , Wei Liu , Zhi-Qi Cheng , Hanbing Liu , Bin Luo , Yifeng Geng , and Xuansong Xie . 2023. HDFormer: High-order Directed Transformer for 3D Human Pose Estimation. IJCAI ( 2023 ). Hanyuan Chen, Jun-Yan He, Wangmeng Xiang, Wei Liu, Zhi-Qi Cheng, Hanbing Liu, Bin Luo, Yifeng Geng, and Xuansong Xie. 2023. HDFormer: High-order Directed Transformer for 3D Human Pose Estimation. IJCAI (2023).

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2. GraphMLP: A graph MLP-like architecture for 3D human pose estimation;Pattern Recognition;2024-08

3. Efficient Domain Adaptation via Generative Prior for 3D Infant Pose Estimation;2024 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW);2024-01-01

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