Ranking - 3D Reconstruction - All Frames
| Method | Time | Description | 3D Joints Translation Error | 3D Joints MPJPE | 3D Joints MPJPE-PA | GHUM MPVPE | GHUM MPVPE-PA | SMPLX MPVPE | SMPLX MPVPE-PA |
|---|---|---|---|---|---|---|---|---|---|
| Cliff | 06/08/2023 - 11:45 |
@inproceedings{li2022cliff, title={Cliff: Carrying location information in full frames into human pose and shape estimation}, author={Li, Zhihao and Liu, Jianzhuang and Zhang, Zhensong and Xu, Songcen and Yan, Youliang}, booktitle={Computer Vision--ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23--27, 2022, Proceedings, Part V}, pages={590--606}, year={2022}, organization={Springer} } |
836.53 | 72.37 | 47.50 | 73.60 | 49.44 | 67.01 | 42.51 |
| REMIPS | 06/10/2023 - 13:28 |
This is a weakly-supervised method. No 3d ground truth data (joints, rotation angles, vertices) was used in training. The CHI3D training subset is not used in any form to train this method. PDF: https://proceedings.neurips.cc/paper/2021/file/a1a2c3fed88e9b3ba5bc3625c074a04e-Paper.pdf @article{fieraru2021remips, title={REMIPS: Physically consistent 3d reconstruction of multiple interacting people under weak supervision}, author={Fieraru, Mihai and Zanfir, Mihai and Szente, Teodor and Bazavan, Eduard and Olaru, Vlad and Sminchisescu, Cristian}, journal={Advances in Neural Information Processing Systems}, volume={34}, pages={19385--19397}, year={2021} } |
676.17 | 84.05 | 55.85 | 96.02 | 65.01 | 87.08 | 54.87 |
| Optimization with Contact Signatures | 06/10/2023 - 23:29 |
@InProceedings{Fieraru_2020_CVPR, author = {Fieraru, Mihai and Zanfir, Mihai and Oneata, Elisabeta and Popa, Alin-Ionut and Olaru, Vlad and Sminchisescu, Cristian}, title = {Three-Dimensional Reconstruction of Human Interactions}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2020} } |
764.17 | 89.68 | 59.95 | 101.34 | 70.25 | 93.04 | 58.71 |
| CRMH | 06/08/2023 - 14:41 |
@inproceedings{jiang2020coherent, title={Coherent reconstruction of multiple humans from a single image}, author={Jiang, Wen and Kolotouros, Nikos and Pavlakos, Georgios and Zhou, Xiaowei and Daniilidis, Kostas}, booktitle={Proceedings of the IEEE/CVF conference on computer vision and pattern recognition}, pages={5579--5588}, year={2020} } |
3157.60 | 92.21 | 54.83 | 106.47 | 65.11 | 97.84 | 55.66 |