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A fast subspace method for image deblurring

文献类型：期刊论文

作者Wang, Yanfei2; Ma, Shiqian1
刊名APPLIED MATHEMATICS AND COMPUTATION
出版日期2009-11-15
卷号215期号:6页码:2359-2377
关键词Image deblurring Subspace Interior-point method Trust region
ISSN号0096-3003
DOI10.1016/j.amc.2009.08.033
文献子类Article
英文摘要Image deblurring problems appear frequently in astronomical image analysis. For image deblurring problems, it is reasonable to add a non-negativity constraint because of the physical meaning of the image. Previous research works are mainly full-space methods, i.e., solving a regularized optimization problem in a full space. To solve the problem more efficiently, we propose a subspace method. We first formulate the problem from full space to subspace and then use an interior-point trust-region method to solve it. The numerical experiments show that this method is suitable for ill-posed image deblurring problems. (C) 2009 Elsevier Inc. All rights reserved.
WOS关键词TRUST-REGION APPROACH ; ACTIVE-SET METHOD ; NONNEGATIVE REGULARIZATION ; BLURRED IMAGES ; RESTORATION ; ALGORITHM ; RECONSTRUCTION ; INTERIOR ; DECONVOLUTION ; LBT
WOS研究方向Mathematics
语种英语
WOS记录号WOS:000270972400040
出版者ELSEVIER SCIENCE INC
源URL[http://ir.iggcas.ac.cn/handle/132A11/71276]  
专题中国科学院地质与地球物理研究所
通讯作者Ma, Shiqian
作者单位1.Columbia Univ, Dept Ind Engn & Operat Res, New York, NY 10027 USA
2.Chinese Acad Sci, Inst Geol & Geophys, Key Lab Petr Geophys, Beijing 100029, Peoples R China
推荐引用方式
GB/T 7714		 Wang, Yanfei,Ma, Shiqian. A fast subspace method for image deblurring[J]. APPLIED MATHEMATICS AND COMPUTATION,2009,215(6):2359-2377.
APA Wang, Yanfei,&Ma, Shiqian.(2009).A fast subspace method for image deblurring.APPLIED MATHEMATICS AND COMPUTATION,215(6),2359-2377.
MLA Wang, Yanfei,et al."A fast subspace method for image deblurring".APPLIED MATHEMATICS AND COMPUTATION 215.6(2009):2359-2377.

入库方式： OAI收割

来源：地质与地球物理研究所

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