IOU-Guided Siamese Tracking

Table 2

Test results on VOT2017 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	VOT2017
					Accuracy	Robustness	EAO
SiamRPN	√		√		0.519	0.462	0.316
IG-SiamRPN		√	√		0.522	0.456	0.319
	√			√	0.527	0.451	0.321
	√	√		√	0.529	0.435	0.326