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 10 模块组合对模型前景识别性能的影响

Tab.10 Impact of module combination on model’s foreground recognition performance

训练集->测试集 方法 ${\mathrm{Rank}} \text{-} 1 $/% ${\mathrm{mAP}} $/% Market1501(Original)-> Market1501(Foreground) Baseline 74.8 51.8 +MPG 77.9 56.2 +BOM 78.2 56.6 MGFE 78.8 56.9 DukeMTMC(Original)-> DukeMTMC(Foreground) Baseline 52.2 31.5 +MPG 54.5 34.6 +BOM 54.8 34.9 MGFE 55.3 35.5