An Enhanced Deep Feature Representation for Person Re-identification

Shangxuan Wu, Ying-Cong Chen, Xiang Li, Jin-Jie You, Wei-Shi Zheng

In WACV2016: IEEE Winter Conference on Applications of Computer Vision.

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This is a repo for my first person re-identification paper, with resources and other useful hints.

Please reference:

@inproceedings{wu2016enhanced,
title={An enhanced deep feature representation for person re-identification},
author={Wu, Shangxuan and Chen, Ying-Cong and Li, Xiang and Wu, An-Cong and You, Jin-Jie and Zheng, Wei-Shi},
booktitle={2016 IEEE Winter Conference on Applications of Computer Vision (WACV)},
pages={1--8},
year={2016},
organization={IEEE}
}

Paper
My Bachelor Thesis 本科毕业论文 on Person Re-identification

Caffe Training Network Definition
Caffe Deploy Network Definition
Caffe Model
VIPeR Feature
VIPeR Ours+LOMO Feature, Recommended
CUHK01 Feature
CUHK01 Ours+LOMO Feature, Recommended
PRID450s Feature
PRID450s Ours+LOMO Feature, Recommended

Other codes used in my paper(by Ying-Cong Chen @ CUHK, SYSU):

ELF16 Feature Extraction Code
Mirror KMFA Metric Learning Code

Network Structure