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In visual object tracking fields, the Siamese network tracker, based on the region proposal network (SiamRPN), has achieved promising tracking effects, both in speed and accuracy. However, it did not consider the relationship and differences between the long-range context information of various objects. In this paper, we add a global context block (GC block), which is lightweight and can effectively model long-range dependency, to the Siamese network part of SiamRPN so that the object trackerdoi:10.3390/electronics9091528 doaj:d8b2e7af77694823b43b3773d56909c2 fatcat:a3x46cv3hzebzhxpml3qczx6fy