融合局部特征与深度学习的三维掌纹识别

杨冰,莫文博,姚金良

3D palmprint recognition by using local features and deep learning

Bing YANG,Wen-bo MO,Jin-liang YAO

表 6 不同特征、不同网络结构深度学习模型运行时间对比

Tab.6 Runtime by using different features and network structuresof deep learning models ms

三维特征 AlexNet GoogleNet Vgg16 ResNet50 表面类型 96.562 103.896 261.432 257.531 形状指数 95.865 103.812 261.175 256.421 平均曲率 94.993 103.461 259.813 254.594 高斯曲率 94.352 103.153 258.231 254.451