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基于局部特征融合的目标再识别方法
袁文博; 陈尔奎; 曹志强; 王天柱; 谭民
Source Publication华中科技大学学报(自然科学版)
2015
Volume43Issue:SUPPL.IPages:192-195
Abstract本文提出一种基于局部特征融合的目标再识别方法.通过视觉传感网采集视频图像,针对场景内的目标,首先结合颜色和形体特征,对目标进行区域分割,进一步设计特征描述子,对关键区域的颜色和形体信息进行提取,基于此判断目标间的相似度,实现目标再识别.实验表明了所提方法的有效性.
Other AbstractIn this paper, an object re-identification method based on fusion of local features is proposed. Video image is obtained through visual sensor network and objects in scenes are concerned. Firstly, object is divided into multiple regions based on color feature and shape feature. Then, feature descriptors are designed to extract color and shape information of key regions. Finally, object re-identification is implemented by evaluating the similarity among the objects. The effectiveness of the proposed method is verified by experiments.
Keyword区域分割 局部特征 再识别 视觉传感网
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/11722
Collection复杂系统管理与控制国家重点实验室_先进机器人
Corresponding Author袁文博
Recommended Citation
GB/T 7714
袁文博,陈尔奎,曹志强,等. 基于局部特征融合的目标再识别方法[J]. 华中科技大学学报(自然科学版),2015,43(SUPPL.I):192-195.
APA 袁文博,陈尔奎,曹志强,王天柱,&谭民.(2015).基于局部特征融合的目标再识别方法.华中科技大学学报(自然科学版),43(SUPPL.I),192-195.
MLA 袁文博,et al."基于局部特征融合的目标再识别方法".华中科技大学学报(自然科学版) 43.SUPPL.I(2015):192-195.
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