In recent years, unmanned aerial vehicle (UAV) image target tracking technology, which obtains motion parameters of moving targets and achieves a behavioral understanding by identifying, detecting in UAV images, has been widely used urban safety fields such as accident rescue, traffic monitoring personnel detection. Due to the problems complex backgrounds, small scale high density targets, well...