Distance Field-Based Convolutional Neural Network for Edge Detection

Table 3

The comparison results between experiment 4.2.2 that does not have a distance field branch and experiment 4.2.3 (DF-CNN).

Experiment	Backbone network		Distance field branch	Train dataset		Evaluation results
	VGG16	ResNet101	DF	BSDS500	PASCAL	ODS	OIS
Experiment 4.2.2		√		√	√	0.813	0.831
Experiment 4.2.3 (DF-CNN)		√	√	√	√	0.818	0.833