Deep Camera-Aware Metric Learning for Person Reidentification

Table 1

Comparison results (%) on the Market1501 dataset where the bold font denotes the best method. These methods explore extracting global features for a person re-id. Our proposed model achieves the best results compared with these methods.

Method	Reference	Rank-1	mAP
Ours	—	92.7	78.7
DML	CVPR [29]	87.7	68.8
Triplet	arXiv [22]	84.9	68.8
Transfer	arXiv [30]	83.7	65.5
PAN	TCSVT [31]	82.8	63.4
SVDNet	ICCV [32]	82.3	62.1
CADL	CVPR [6]	80.9	50.6