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Common target detection is usually based on single frame images, which isvulnerable to affected by the similar targets in the image and not applicableto video images. In this paper , anchor mask is proposed to add the priorknowledge for target detection and an anchor mask net is designed to impove theRPN performance for single target detection. Tested in the VOT2016, the modelperform better.

Impoved RPN for Single Targets Detection based on the Anchor Mask Net