An Efficient and Robust Iris Segmentation Algorithm Using Deep Learning

Table 1

Accuracy of the iris segmentation algorithm.

	R-CNN	Fast R-CNN	RPN + Fast R-CNN (Faster R-CNN)
Contributions	Improved performance of PASCAL VOC	Applied SPP-net to R-CNN	Added RPN to Fast R-CNN
Speed on a Tesla K40 GPU [6]	<<0.5 fps	0.5 fps	5–17 fps