jieguo / awesome_video_person_reid

papers collection and understanding for video person re-identification

awesome_video_person_reid

only focus on video person re-identification

SOTA:

No.	Dataset	Rank1	mAP	Link
1	PRID	97.4%	Null	paper
2	iLIDS-VID	92.0%	Null	paper[ICCV2021]
3	Mars	91.4%	86.7%	paper[CVPR2021]
4	DukeMTMC	98.3%	97.4%	paper[ICCV2021]
5	LS-VID	84.6%	75.1%	paper[CVPR2021]

Citation

If you find this repo useful, please kindly cite the following paper:

@inproceedings{liu2021watching, 
  title={Watching You: Global-guided Reciprocal Learning for Video-based Person Re-identification}, 
  author={Liu, Xuehu and Zhang, Pingping and Yu, Chenyang and Lu, Huchuan and Yang, Xiaoyun}, 
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition}, 
  pages={13334--13343}, 
  year={2021} 
} 
@article{liu2021video,
  title={A Video Is Worth Three Views: Trigeminal Transformers for Video-based Person Re-identification},
  author={Liu, Xuehu and Zhang, Pingping and Yu, Chenyang and Lu, Huchuan and Qian, Xuesheng and Yang, Xiaoyun},
  journal={arXiv preprint arXiv:2104.01745},
  year={2021}
}