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Blind Image Deconvolution Methods by Chaudhuri Subhasis (16 results)
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Condition: As New. Unread book in perfect condition.
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Blind Image Deconvolution: Methods and Convergence
Seller: Ria Christie Collections, Uxbridge, United Kingdom
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Blind Image Deconvolution: Methods and Convergence
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
£ 50.43
£ 11.98 shipping
Ships from United Kingdom to U.S.A.Quantity: Over 20 available
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Blind Image Deconvolution : Methods and Convergence
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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Blind Image Deconvolution : Methods and Convergence
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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Hardcover. Condition: Brand New. 2014 edition. 168 pages. 9.25x6.25x0.50 inches. In Stock.
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Blind Image Deconvolution: Methods and Convergence
Language: English
Published by Springer-Verlag New York Inc, 2016
ISBN 10: 3319352164 ISBN 13: 9783319352169
Paperback. Condition: Brand New. reprint edition. 168 pages. 9.25x6.10x0.38 inches. In Stock.
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Blind Image Deconvolution : Methods and Convergence
Language: English
Published by Springer International Publishing, 2016
ISBN 10: 3319352164 ISBN 13: 9783319352169
Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Blind deconvolution is a classical image processing problem which has been investigated by a large number of researchers over the last four decades. The purpose of this monograph is not to propose yet another method for blind image restoration. Rather the basic issue of deconvolvability has been explored from a theoretical view point. Some authors claim very good results while quite a few claim that blind restoration does not work. The authors clearly detail when such methods are expected to work and when they will not.In order to avoid the assumptions needed for convergence analysis in the Fourier domain, the authors use a general method of convergence analysis used for alternate minimization based on three point and four point properties of the points in the image space. The authors prove that all points in the image space satisfy the three point property and also derive the conditions under which four point property is satisfied. This provides the conditions under which alternate minimization for blind deconvolution converges with a quadratic prior.Since the convergence properties depend on the chosen priors, one should design priors that avoid trivial solutions. Hence, a sparsity based solution is also provided for blind deconvolution, by using image priors having a cost that increases with the amount of blur, which is another way to prevent trivial solutions in joint estimation. This book will be a highly useful resource to the researchers and academicians in the specific area of blind deconvolution.
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Blind Image Deconvolution : Methods and Convergence
Language: English
Published by Springer International Publishing, 2014
ISBN 10: 3319104845 ISBN 13: 9783319104843
Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Blind deconvolution is a classical image processing problem which has been investigated by a large number of researchers over the last four decades. The purpose of this monograph is not to propose yet another method for blind image restoration. Rather the basic issue of deconvolvability has been explored from a theoretical view point. Some authors claim very good results while quite a few claim that blind restoration does not work. The authors clearly detail when such methods are expected to work and when they will not.In order to avoid the assumptions needed for convergence analysis in the Fourier domain, the authors use a general method of convergence analysis used for alternate minimization based on three point and four point properties of the points in the image space. The authors prove that all points in the image space satisfy the three point property and also derive the conditions under which four point property is satisfied. This provides the conditions under which alternate minimization for blind deconvolution converges with a quadratic prior.Since the convergence properties depend on the chosen priors, one should design priors that avoid trivial solutions. Hence, a sparsity based solution is also provided for blind deconvolution, by using image priors having a cost that increases with the amount of blur, which is another way to prevent trivial solutions in joint estimation. This book will be a highly useful resource to the researchers and academicians in the specific area of blind deconvolution.
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Taschenbuch. Condition: Neu. Blind Image Deconvolution | Methods and Convergence | Subhasis Chaudhuri (u. a.) | Taschenbuch | xv | Englisch | 2016 | Springer | EAN 9783319352169 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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