Noncontact Palm Vein ROI Extraction Based on Improved Lightweight HRnet in Complex Backgrounds

Table 4

Performance comparison of several target detection algorithms.

Algorithm	Image size	Params (M)	Accuracy	Speed (s)
VGG16	512 × 512	49.2	79.46%	0.5
Resnet-18	512 × 512	42.7	78.64%	0.23
Resnet-50	512 × 512	90.2	96.75%	0.7
HRnet	512 × 512	109	98.87%	1.3
Proposed	512 × 512	0.45	97.36%	0.0029