车辆再识别技术综述

车辆再识别技术综述

刘凯,李浥东,林伟鹏

A survey on vehicle re-identification

Kai LIU,Yidong LI,Weipeng LIN

表2 VeRi776数据集上流行方法的性能对比

方法	参考文献序号	评价指标
方法	参考文献序号	mAP	Rank-1	Rank-5
FACT	[6]	19.9	59.6	75.2
XVGAN	[64]	24.7	60.2	77.0
FACT+SNN+STR	[6]	27.7	61.4	78.7
OIFE	[10]	51.4	68.3	89.7
PROVID	[39]	53.4	81.5	95.1
FDA-Net	[63]	55.4	84.2	92.4
VGG+C+T+S	[49]	57.4	86.5	92.8
S-CNN+PathLSTM	[59]	58.2	83.5	90.0
GS-TRE	[51]	59.4	96.2	98.9
VAMI	[56]	61.3	85.9	91.8
AAVER	—	61.1	90.1	94.7
RAM	[65]	61.5	88.6	94.0
VANet	[57]	66.3	89.7	95.9
PNVR	[43]	74.3	94.3	98.7
MRL	[58]	78.5	94.3	99.0
PGAN	—	79.3	96.5	98.3
PRN	[54]	85.8	97.1	99.4