Personness estimation for real-time human detection on mobile devices

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• 作者：Kyuwon Kim^a ; ^b ; ^{q1.kim@yonsei.ac.kr} ; Changjae Oh^a ; ^{ocj1211@yonsei.ac.kr} ; Kwanghoon Sohn ; ^a ; ^{khsohn@yonsei.ac.kr}
• 关键词：Human detection ; Detection proposals ; Normed gradients ; Color attributes ; Deformable part-based model
• 刊名：Expert Systems with Applications
• 出版年：2017
• 出版时间：15 April 2017
• 年：2017
• 卷：72
• 期：Complete
• 页码：130-138
• 全文大小：2150 K
• 卷排序：72

文摘

A fast and accurate detection proposal method for the person category is proposed. Detection proposals are used by the part-based human detector in a improved way. High effectiveness of the proposed method is demonstrated on a real mobile device.