Research Article

SERR-U-Net: Squeeze-and-Excitation Residual and Recurrent Block-Based U-Net for Automatic Vessel Segmentation in Retinal Image

Table 6

AUC results of our proposed method on the 20 DRIVE images.

DRIVEAUCDRIVEAUCDRIVEAUCDRIVEAUC

21_test.tif0.987426_test.tif0.965131_test.tif0.97736_test.tif0.9862
22_test.tif0.982427_test.tif0.979632_test.tif0.961837_test.tif0.9831
23_test.tif0.962428_test.tif0.975833_test.tif0.977238_test.tif0.9842
24_test.tif0.975629_test.tif0.978934_test.tif0.982439_test.tif0.9838
25_test.tif0.976830_test.tif0.977235_test.tif0.978040_test.tif0.9841