多方引导前景增强的行人重识别方法

刘俊婧,郑宛露,郭子强,王少荣

Person re-identification method based on multi-part guided foreground enhancement

Junjing LIU,Wanlu ZHENG,Ziqiang GUO,Shaorong WANG

表 11 各模块对提升模型识别性能的有效性实验结果

Tab.11 Experimental result of effectiveness of each module in improving model recognition performance

训练集->测试集 方法 ${\mathrm{Rank}} \text{-} 1 $/% ${\mathrm{mAP}} $/% Market1501(Original)-> Market1501(Original) Baseline 93.2 84.1 +MPG 94.3 85.7 +BOM 94.5 85.9 MGFE 95.0 87.5 DukeMTMC(Original)-> DukeMTMC(Original) Baseline 85.3 74.6 +MPG 86.0 75.0 +BOM 87.4 76.9 MGFE 88.3 77.9