Re-Ranking For Person Re-Identification

被引:0
作者
Vu-Hoang Nguyen [1 ]
Thanh Duc Ngo [1 ]
Nguyen, Khang M. T. T. [1 ]
Duc Anh Duong [1 ]
Kien Nguyen [2 ]
Duy-Dinh Le [2 ]
机构
[1] Univ Informat Technol, VNU HCM, Multimedia Commun Lab, Ho Chi Minh City, Vietnam
[2] Natl Inst Informat, Tokyo, Japan
来源
2013 INTERNATIONAL CONFERENCE OF SOFT COMPUTING AND PATTERN RECOGNITION (SOCPAR) | 2013年
关键词
Person Re-Identification; Re-Ranking; SDALF; Cumulative Matching Characteristic; Area Under Curve;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Person Re-Identification problem aims at matching people across a network of non-overlapping cameras. When multiple probe people appear concurrently, human could compare them together to give a more accurate matching. However, existing approaches treat each probe person independently, skipping the concurrent information. In this paper, we propose a re-ranking method which utilize that kind of information to refine ranked lists produced by any person re-identification method to create more precise ranked lists. The experimental results on VIPeR dataset show the improved performance when our method is applied.
引用
收藏
页码:304 / 308
页数:5
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