Clip Fusion with Bi-level Optimization for Human Mesh Reconstruction from Monocular Videos

Author:

Wu Peng1ORCID,Lu Xiankai1ORCID,Shen Jianbing2ORCID,Yin Yilong1ORCID

Affiliation:

1. Shandong University, Jinan, China

2. University of Macau, Macau, China

Funder

The Open Research Project Programme of the State Key Laboratory of Internet of Things for Smart City(University of Macau)(Ref. No.:SKL-IoTSC(UM)-2021-2023/ORP/GA05/2022)

The FDCT grants 0154/2022/A3

The Major basic research project of Shandong Natural Science Foundation

The MYRG-CRG2022-00013-IOTSC-ICI grant

National Natural Science Foundation of China

Natural Science Foundation of Shandong Province

The Young Elite Scientists Sponsorship Program by CAST

SKL-IOTSC(UM)-2021-2023

The Open project of Key Laboratory of Artificial Intelligence, Ministry of Education

Publisher

ACM

Reference71 articles.

1. PoseTrack: A Benchmark for Human Pose Estimation and Tracking

2. Exploiting Temporal Context for 3D Human Pose Estimation in the Wild

3. Juhan Bae and Roger B Grosse . 2020 . Delta-stn: Efficient bilevel optimization for neural networks using structured response jacobians. In Advances in Neural Information Processing Systems. 21725--21737. Juhan Bae and Roger B Grosse. 2020. Delta-stn: Efficient bilevel optimization for neural networks using structured response jacobians. In Advances in Neural Information Processing Systems. 21725--21737.

4. Dzmitry Bahdanau , Kyunghyun Cho , and Yoshua Bengio . 2014. Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473 ( 2014 ). Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2014. Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473 (2014).

5. Keep It SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image

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