IOU-Guided Siamese Tracking

Table 1

Test results on OTB100 of the proposed methods.

Algorithm	Bounding box fine-tuning method		Target selection strategy		Test dataset
	Based on regression	Based on optimization	Based on classification score	Based on predicted IoU score	OTB100
					Precision	Success
SiamRPN	√		√		0.847	0.629
IG-SiamRPN		√	√		0.866	0.646
	√			√	0.871	0.648
	√	√		√	0.897	0.665