Adaptive template-updating strategy based on singular value decomposition

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 光电信息技术研究室

	Adaptive template-updating strategy based on singular value decomposition
	Wang GG(王国刚); Zhang ZJ(张志佳); Shi ZL(史泽林)
	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
内容类型	会议论文
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.