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Titlebook: Computational Methods for Inverse Problems in Imaging; Marco Donatelli,Stefano Serra-Capizzano Book 2019 Springer Nature Switzerland AG 20

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发表于 2025-3-21 18:33:41 | 显示全部楼层 |阅读模式
书目名称Computational Methods for Inverse Problems in Imaging
编辑Marco Donatelli,Stefano Serra-Capizzano
视频video
概述Presents structured regularizing preconditioners for image deblurring.Discusses applications in astronomical and medical imaging.Includes a chapter on variable metric first-order methods
丛书名称Springer INdAM Series
图书封面Titlebook: Computational Methods for Inverse Problems in Imaging;  Marco Donatelli,Stefano Serra-Capizzano Book 2019 Springer Nature Switzerland AG 20
描述.This book presents recent mathematical methods in the area of inverse problems in imaging with a particular focus on the computational aspects and applications. The formulation of inverse problems in imaging requires accurate mathematical modeling in order to preserve the significant features of the image. The book describes computational methods to efficiently address these problems based on new optimization algorithms for smooth and nonsmooth convex minimization, on the use of structured (numerical) linear algebra, and on multilevel techniques. It also discusses various current and challenging applications in fields such as astronomy, microscopy, and biomedical imaging. The book is intended for researchers and advanced graduate students interested in inverse problems and imaging..
出版日期Book 2019
关键词Image reconstruction; Inverse problems; Regularization; Optimization methods; Computational Methods
版次1
doihttps://doi.org/10.1007/978-3-030-32882-5
isbn_softcover978-3-030-32884-9
isbn_ebook978-3-030-32882-5Series ISSN 2281-518X Series E-ISSN 2281-5198
issn_series 2281-518X
copyrightSpringer Nature Switzerland AG 2019
The information of publication is updating

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发表于 2025-3-21 23:10:23 | 显示全部楼层
Recent Advances in Variable Metric First-Order Methods,be effective in speeding up first-order methods. In this work we deeply analyze a possible way to include a variable metric in first-order methods for the minimization of a functional which can be expressed as the sum of a differentiable term and a nondifferentiable one. Particularly, the strategy d
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The Hough Transform and the Impact of Chronic Leukemia on the Compact Bone Tissue from CT-Images Antrabecular bone contours by using ellipses, and we use the computed semi-axes values to infer information on bone alterations in the population affected by ACLL. The effectiveness of this method is proved against ground truth comparison. We show that features depending on the semi-axes values detect
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https://doi.org/10.1007/978-3-319-96824-7fied to preserve the structure of the coefficient matrix according to the imposed boundary conditions. The structured preconditioner is chosen as an approximation of a regularized inverse of the convolution matrix. Selected numerical experiments show that our preconditioning strategy improves the pr
发表于 2025-3-23 03:58:06 | 显示全部楼层
https://doi.org/10.1057/9781137274366trabecular bone contours by using ellipses, and we use the computed semi-axes values to infer information on bone alterations in the population affected by ACLL. The effectiveness of this method is proved against ground truth comparison. We show that features depending on the semi-axes values detect
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https://doi.org/10.1057/9781137274366ges, with specific reference to the Fizeau interferometer LBTI of the Large Binocular Telescope (LBT). The efficacy of the proposed methods is illustrated both on simulated images and on real images, observed with LBTI, of the Jovian moon Io. The software is available at ..
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