Digital Image Restoration
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Digital Image Restoration
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Author : Aggelos Konstantinos Katsaggelos
language : en
Publisher: Springer
Release Date : 1991
Digital Image Restoration written by Aggelos Konstantinos Katsaggelos and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Computers categories.
Recent research results are presented regarding the formulation of the restoration problem as a convex programming problem, the implementation of restoration algorithms using artificial neural networks, the derivation of non-stationary image models and their application to image estimation and restoration, the development of algorithms for the simultaneous image and blur parameter identification and restoration, and the development of algorithms for restoring scanned photographic images.
Digital Image Restoration
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Author : Aggelos K. Katsaggelos
language : en
Publisher: Springer
Release Date : 1991
Digital Image Restoration written by Aggelos K. Katsaggelos and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Computers categories.
The field of image restoration is concerned with the estimation of uncorrupted im ages from noisy, blurred ones. These blurs might be caused by optical distortions, object motion during imaging, or atmospheric turbulence. In many scientific and en gineering applications, such as aerial imaging, remote sensing, electron microscopy, and medical imaging, there is active or potential work in image restoration. The purpose of this book is to provide in-depth treatment of some recent ad vances in the field of image restoration. A survey of the field is provided in the introduction. Recent research results are presented, regarding the formulation of the restoration problem as a convex programming problem, the implementation of restoration algorithms using artificial neural networks, the derivation of non stationary image models (compound random fields) and their application to image estimation and restoration, the development of algorithms for the simultaneous image and blur parameter identification and restoration, and the development of algorithms for restoring scanned photographic images. Special attention is directed to issues of numerical implementation. A large number of pictures demonstrate the performance of the restoration approaches. This book provides a clear understanding of the past achievements, a detailed description of the very important recent developments and the limitations of existing approaches, in the rapidly growing field of image restoration. It will be useful both as a reference book for working scientists and engineers and as a supplementary textbook in courses on image processing.
Image Restoration
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Author : Bahadir Kursat Gunturk
language : en
Publisher: CRC Press
Release Date : 2018-09-03
Image Restoration written by Bahadir Kursat Gunturk and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-03 with Computers categories.
Image Restoration: Fundamentals and Advances responds to the need to update most existing references on the subject, many of which were published decades ago. Providing a broad overview of image restoration, this book explores breakthroughs in related algorithm development and their role in supporting real-world applications associated with various scientific and engineering fields. These include astronomical imaging, photo editing, and medical imaging, to name just a few. The book examines how such advances can also lead to novel insights into the fundamental properties of image sources. Addressing the many advances in imaging, computing, and communications technologies, this reference strikes just the right balance of coverage between core fundamental principles and the latest developments in this area. Its content was designed based on the idea that the reproducibility of published works on algorithms makes it easier for researchers to build on each other’s work, which often benefits the vitality of the technical community as a whole. For that reason, this book is as experimentally reproducible as possible. Topics covered include: Image denoising and deblurring Different image restoration methods and recent advances such as nonlocality and sparsity Blind restoration under space-varying blur Super-resolution restoration Learning-based methods Multi-spectral and color image restoration New possibilities using hybrid imaging systems Many existing references are scattered throughout the literature, and there is a significant gap between the cutting edge in image restoration and what we can learn from standard image processing textbooks. To fill that need but avoid a rehash of the many fine existing books on this subject, this reference focuses on algorithms rather than theories or applications. Giving readers access to a large amount of downloadable source code, the book illustrates fundamental techniques, key ideas developed over the years, and the state of the art in image restoration. It is a valuable resource for readers at all levels of understanding.
Digital Image Restoration
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Author : Harry C. Andrews
language : en
Publisher: Prentice Hall
Release Date : 1977
Digital Image Restoration written by Harry C. Andrews and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 1977 with Computers categories.
Selected Papers On Digital Image Restoration
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Author : M. Ibrahim Sezan
language : en
Publisher: SPIE-International Society for Optical Engineering
Release Date : 1992
Selected Papers On Digital Image Restoration written by M. Ibrahim Sezan and has been published by SPIE-International Society for Optical Engineering this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Computers categories.
Image Restoration Algorithms For Monochrome Digital Photography
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Author : Edmund Yin-Mun Lam
language : en
Publisher:
Release Date : 2000
Image Restoration Algorithms For Monochrome Digital Photography written by Edmund Yin-Mun Lam and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with categories.
Identifying And Overcoming Practical Problems Of Digital Image Restoration
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Author : M. J. McDonnell
language : en
Publisher:
Release Date : 1976
Identifying And Overcoming Practical Problems Of Digital Image Restoration written by M. J. McDonnell and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with Image reconstruction categories.
Image Restoration
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Author : Aymeric Histace
language : en
Publisher: BoD – Books on Demand
Release Date : 2012-04-04
Image Restoration written by Aymeric Histace and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-04-04 with Computers categories.
This book represents a sample of recent contributions of researchers all around the world in the field of image restoration. The book consists of 15 chapters organized in three main sections (Theory, Applications, Interdisciplinarity). Topics cover some different aspects of the theory of image restoration, but this book is also an occasion to highlight some new topics of research related to the emergence of some original imaging devices. From this arise some real challenging problems related to image reconstruction/restoration that open the way to some new fundamental scientific questions closely related with the world we interact with.
An Application Of Digital Image Restoration Techniques To Error Control Coding
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Author : Pål Ellingsen
language : en
Publisher:
Release Date : 2012
An Application Of Digital Image Restoration Techniques To Error Control Coding written by Pål Ellingsen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with categories.
Image Restoration And Reconstruction
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Author : R. H. T. Bates
language : en
Publisher: Oxford University Press, USA
Release Date : 1986
Image Restoration And Reconstruction written by R. H. T. Bates and has been published by Oxford University Press, USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Computers categories.
Though a relatively new science, image processing is already an important field with many useful applications in areas such as satellite imaging, astronomy, medical imaging, and holography. The first comprehensive treatment of image restoration and reconstruction, this volume focuses on those aspects that are most useful to scientists and engineers. An important feature is the inclusion of extended worked examples at the end of each chapter, which allow the reader to get a practical feel for these techniques.