研究文章

学习Identity-Consistent功能交叉模式人鉴定通过像素和功能定位

表1

CMC(%)和地图的比较(%)表演SYSU-MM01与其他方法。

方法 所有搜索 Indoor-search
单发多孔 单发多孔
R1 R10 R20 地图 R1 R10 R20 地图 R1 R10 R20 地图 R1 R10 R20 地图

二束(10] 11.65 47.99 65.50 12.85 16.33 58.35 74.46 8.03 15.60 61.18 81.20 21.49 22.49 72.22 88.61 13.92
一个流(10] 12.04 49.68 66.74 13.67 16.26 58.14 75.05 8.59 16.94 63.55 82.10 22.95 22.62 71.74 87.82 15.04
补零(10] 14.80 54.12 71.33 15.95 19.13 61.40 78.41 10.89 20.58 68.38 85.79 26.92 24.43 75.86 91.32 18.86
BCTR [13] 16.20 54.90 71.5 19.2 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
BDTR [13] 17.1 55.5 72.0 19.7 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
D-HSME [26] 20.7 62.8 78.0 23.2 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
cmGAN [6] 27.0 67.5 80.6 27.8 31.5 72.7 85.0 22.3 31.7 77.2 89.2 42.2 37.0 80.9 92.3 32.8
DGD + MSR (12] 37.35 83.40 93.34 38.11 43.86 86.94 95.68 30.48 39.64 89.92 97.66 50.88 46.56 93.57 98.8 40.08
JSIA-ReID [20.] 38.10 80.70 89.90 36.90 45.10 85.70 93.80 29.50 43.80 86.20 94.20 52.90 52.70 91.10 96.40 42.70
我们的 40.83 83.40 92.38 39.84 48.13 86.0 93.67 32.54 44.0 86.8 94.87 52.96 53.40 90.52 95.70 44.35