Fig. 5
From: Fundus images analysis using deep features for detection of exudates, hemorrhages and microaneurysms
Process of generating three probability maps corresponding to exudate, hemorrhage and microaneurysm from a retina image. By taking a patch of size S × S centered around pixel (xi, yi), each patch is fed to the trained CNN that determines the membership probabilities at location (xi, yi) for the three pathological signs: i.e. exudate, hemorrhage and microaneurysm (shown by PE,xi,yi, PH,xi,yi and PM,xi,yi)