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Adaptive template-updating strategy based on singular value decomposition
Wang GG(王国刚); Zhang ZJ(张志佳); Shi ZL(史泽林)
Department光电信息研究室
Conference Name5th International Symposium on Multispectral Image Processing and Pattern Recognition
Conference DateNovember 15-17, 2007
Conference PlaceWuhan, China
Author of SourceSPIE, State Key Lab Multi Spectral Informat Proc Technol, Chinese Educ Minist Key Lab Image Proc & Intelligence Control, Huazhong Univ Sci & Technol
Source PublicationMIPPR 2007: AUTOMATIC TARGET RECOGNITION AND IMAGE ANALYSIS; AND MULTISPECTRAL IMAGE ACQUISITION, PTS 1 AND 2
PublisherSPIE-INT SOC OPTICAL ENGINEERING
Publication PlaceBELLINGHAM
2007
PagesA7861-A7861
Indexed ByEI ; CPCI(ISTP)
EI Accession number20081811235932
WOS IDWOS:000253700100045
Contribution Rank1
ISSN0277-786X
ISBN978-0-8194-6950-2
KeywordAdaptive Template-updating Image Matching Singular Value Decomposition Target Tracking
AbstractThe 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.
Language英语
Citation statistics
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/7954
Collection光电信息技术研究室
Corresponding AuthorWang GG(王国刚)
Affiliation1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, 110016, China
2.Graduate School, Chinese Academy of Sciences, Beijing, 100039, China
3.ShenYang University of Technology, Shenyang, 110023, China
Recommended Citation
GB/T 7714
Wang GG,Zhang ZJ,Shi ZL. Adaptive template-updating strategy based on singular value decomposition[C]//SPIE, State Key Lab Multi Spectral Informat Proc Technol, Chinese Educ Minist Key Lab Image Proc & Intelligence Control, Huazhong Univ Sci & Technol. BELLINGHAM:SPIE-INT SOC OPTICAL ENGINEERING,2007:A7861-A7861.
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