基于注意力和自适应权重的车辆重识别算法

苏育挺,陆荣烜,张为

Vehicle re-identification algorithm based on attention mechanism and adaptive weight

Yu-ting SU,Rong-xuan LU,Wei ZHANG

表 1 不同模块对算法性能的影响

Tab.1 Effectiveness of various designs

% 方法 Rank-1 Rank-5 mAP ResNet50 84.2 88.1 65.6 ResNet50+GroupNet 85.9 89.6 67.8 ResNet50_ibn 88.7 92.1 71.2 ResNet50_ibn+GroupNet 90.4 94.6 72.9