Research Article

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

Table 2

Comparison of different methods of CUHK03-NP dataset.

Type of methodmAP (%)Rank-1 (%)

[36] (metric learning)62.1963.32
[39] (optimization RCNN)75.4576.12
[40] (AACN)79.9980.50
Method of this paper83.5784.96