This repository is trying to collect the practical model and research for 3D human pose estimation. Any more supplements are welcome 😄.
| Paper | Project URL | Github Repository |
|---|---|---|
| Julieta Martinez, Rayat Hossain, Javier Romero, James J. Little. A simple yet effective baseline for 3d human pose estimation. In ICCV, 2017. https://arxiv.org/pdf/1705.03098.pdf. | None | 🔗 |
| Mehta D, Sridhar S, Sotnychenko O, et al. Vnect: Real-time 3d human pose estimation with a single rgb camera[J]. ACM Transactions on Graphics (TOG), 2017, 36(4): 44. | 🔗 | 🔗 (unofficial) |
| Tome D, Russell C, Agapito L. Lifting from the deep: Convolutional 3d pose estimation from a single image[J]. CVPR 2017 Proceedings, 2017: 2500-2509. | 🔗 | 🔗 |
| Zhou X, Huang Q, Sun X, et al. Towards 3d human pose estimation in the wild: a weakly-supervised approach[C]//IEEE International Conference on Computer Vision. 2017. | None | 🔗 |
| Güler R A, Neverova N, Kokkinos I. Densepose: Dense human pose estimation in the wild[J]. arXiv preprint arXiv:1802.00434, 2018. | 🔗 | 🔗 |
| Pavlakos G, Zhou X, Derpanis K G, et al. Coarse-to-fine volumetric prediction for single-image 3D human pose[C]//Computer Vision and Pattern Recognition (CVPR), 2017 IEEE Conference on. IEEE, 2017: 1263-1272. | 🔗 | 🔗 |
| Kudo Y, Ogaki K, Matsui Y, et al. Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations[J]. arXiv preprint arXiv:1803.08244, 2018. | 🔗 | 🔗 |
| Yushuke Y, Ryusuke S, Ko A, et al. Skeleton Transformer Networks: 3D Human Pose and Skinned Mesh from Single RGB Image. arXiv preprint arXiv:1812.11328. | None | None |
| Dario Pavllo, Christoph Feichtenhofer, David Grangier, and Michael Auli. 3D human pose estimation in video with temporal convolutions and semi-supervised training. In Conference on Computer Vision and Pattern Recognition (CVPR), 2019. | 🔗 | 🔗 |