Research Article

Robust Detection Model of Vascular Landmarks for Retinal Image Registration: A Two-Stage Convolutional Neural Network

Table 3

Detection results of JDN on RetinaCheck database.

Input image typePrecisionRecallF1 score

Color image0.7230.7840.752
Grayscale image0.7500.8000.774
Vessel image0.8090.8530.831