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 5 不同特征、不同网络结构深度学习模型识别准确率对比

Tab.5 Identification accuracy by using different features and network structures of deep learning models %

三维特征 AlexNet GoogleNet Vgg16 ResNet50 表面类型 99.40 99.55 99.25 99.45 形状指数 99.30 99.00 97.25 98.90 平均曲率 99.20 99.15 99.55 98.80 高斯曲率 98.75 96.60 97.50 96.25