Pedestrian Reidentification Algorithm Based on Deconvolution Network Feature Extraction-Multilayer Attention Mechanism Convolutional Neural Network

Table 1

Comparison of different methods of Market1501 dataset.

Type of method	mAP (%)	Rank-1 (%)
[36] (metric learning)	55.41	70.16
[37] (HSM-deep learning)	62.38	80.05
[38] (KISS+-deep learning)	63.72	81.11
Method of this paper	69.54	88.93