中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Adaptive template-updating strategy based on singular value decomposition

文献类型:会议论文

作者Wang GG(王国刚); Zhang ZJ(张志佳); Shi ZL(史泽林)
出版日期2007
会议名称5th International Symposium on Multispectral Image Processing and Pattern Recognition
会议日期November 15-17, 2007
会议地点Wuhan, China
关键词adaptive template-updating image matching singular value decomposition target tracking
页码A7861-A7861
中文摘要The problem of image matching and target tracking based on singular value decomposition (SVD) is discussed. The SVD has robust performance that is invariant to image disturbance and it makes the singular value credible to represent the image as an algebraic feature. A template-updating strategy is proposed to update the current template based on the scale invariant character of the singular value vector. The updated template that contains the accurate target is adaptively acquired according to the singular value's scale invariance. Experiments are performed on a large test set and the results show that the proposed strategy is practical and efficient in target tracking.
收录类别EI ; CPCI(ISTP)
产权排序1
会议主办者SPIE, State Key Lab Multi Spectral Informat Proc Technol, Chinese Educ Minist Key Lab Image Proc & Intelligence Control, Huazhong Univ Sci & Technol
会议录MIPPR 2007: AUTOMATIC TARGET RECOGNITION AND IMAGE ANALYSIS; AND MULTISPECTRAL IMAGE ACQUISITION, PTS 1 AND 2
会议录出版者SPIE-INT SOC OPTICAL ENGINEERING
会议录出版地BELLINGHAM
语种英语
ISSN号0277-786X
ISBN号978-0-8194-6950-2
WOS记录号WOS:000253700100045
源URL[http://ir.sia.cn/handle/173321/7954]  
专题沈阳自动化研究所_光电信息技术研究室
推荐引用方式
GB/T 7714
Wang GG,Zhang ZJ,Shi ZL. Adaptive template-updating strategy based on singular value decomposition[C]. 见:5th International Symposium on Multispectral Image Processing and Pattern Recognition. Wuhan, China. November 15-17, 2007.

入库方式: OAI收割

来源:沈阳自动化研究所

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