基于多尺度条件生成对抗网络血细胞图像分类检测方法
陈雪云,黄小巧,谢丽

Classification and detection method of blood cells images based on multi-scale conditional generative adversarial network
Xue-yun CHEN,Xiao-qiao HUANG,Li XIE
表 4 U-Net网络中各类细胞在不同数据库训练下测试结果对比
Tab.4 Comparison of all kinds of cells detection results in U-Net under different database training           %
训练集 P1 P2 P3 P4 P5 P6
RD 90.5 91.3 88.6 87.6 90.9 88.1
RD+CGAN 91.0 91.7 90.7 88.7 91.9 89.1
RD+pix2pix 92.2 93.1 91.7 89.9 93.5 91.0
RD+pix2pix+MD 94.1 96.9 96.9 95.5 96.7 96.0
RD+MCGAN 94.7 99.1 98.9 98.9 98.9 99.0