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 4 VeRi776数据集下与主流算法的结果对比

Tab.4 Comparison of results with mainstream algorithms in VeRi776 datasets

% 方法 Rank-1 Rank-5 mAP OIFE+ST[19] 92.4 — 51.4 VAMI+STR[20] 85.9 91.8 61.3 PNVR[21] 94.3 98.3 74.3 MRL[22] 94.3 97.3 78.5 UMTS[6] 95.8 — 75.9 SPAN[9] 93.9 97.6 68.6 PVEN[23] 95.6 98.4 79.5 TBE[24] 96.0 98.5 79.5 本文方法 96.0 98.6 79.8