Multiloss Function Based Deep Convolutional Neural Network for Segmentation of Retinal Vasculature into Arterioles and Venules

Table 3

Quantitative performance measures of AV classification.

Dataset		Global Accuracy	Mean Accuracy	Mean IoU	Weighted IoU	Mean BF Score
AV-Classification	Pixel Level	0.9652	0.8228	0.7905	0.9457	0.8201
	Multi-level; (Segment/Pixel)	0.9703	0.8739	0.8506	0.9568	0.8313
DRIVE	Pixel Level	0.9492	0.6823	0.55904	0.9207	0.74312
	Multi-level; (Segment/Pixel)	0.9607	0.6913	0.5666	0.9378	0.75547
AVRDB	Pixel Level	0.9650	0.7009	0.4322	0.8562	0.70134
	Multi-level; (Segment/Pixel)	0.9813	0.7109	0.4375	0.8602	0.70216