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

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

Common target detection is usually based on single frame images, which is vulnerable to affected by the similar targets in the image and not applicable to video images. In this paper , anchor mask is proposed to add the prior knowledge for target detection and an anchor mask net is designed to impov...

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Veröffentlicht in:arXiv.org 2019-06
Hauptverfasser: Li, Mingjie, Feng, Youqian, Yin, Zhonghai, Zhou, Cheng, Dong, Fanghao
Format: Artikel
Sprache:eng
Schlagworte:
Anchors
Cameras
Image detection
Target detection
Target masking
Target recognition
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Beschreibung
Zusammenfassung:Common target detection is usually based on single frame images, which is vulnerable to affected by the similar targets in the image and not applicable to video images. In this paper , anchor mask is proposed to add the prior knowledge for target detection and an anchor mask net is designed to impove the RPN performance for single target detection. Tested in the VOT2016, the model perform better.
ISSN:2331-8422