基于大边距度量学习的车辆再识别方法

张师林,马思明,顾子谦

Large margin metric learning based vehicle re-identification method

Shi-lin ZHANG,Si-ming MA,Zi-qian GU

表 4 VERI-Wild数据集上本研究方法与同类方法的识别准确率对比

Tab.4 Accuracy comparison of proposed method with other methods on VERI-Wild dataset

方法 Small Medium Large mAP Rank1 mAP Rank1 mAP Rank1 DRDL[21] 22.50 57.00 19.30 51.90 14.80 44.60 FDA-Net[18] 35.10 64.00 29.80 57.80 68.41 49.40 MLSL[22] 46.30 78.40 42.40 83.00 22.80 77.50 LML（IDS） 86.47 95.94 82.85 94.61 76.63 90.75 LML（IDS）+ KER 87.45 96.28 83.35 95.15 77.35 91.85