Fundamental Limitations On Image Restoration

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Fundamental Limitations On Image Restoration

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Author : Richard G. Barakat
language : en
Publisher:
Release Date : 1974

Fundamental Limitations On Image Restoration written by Richard G. Barakat and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1974 with categories.

The objective of this program is the analysis of the fundamental limitations placed upon image restoration by the presence of noise and unavoidable atmospheric and optical system degradations. The approach is to treat individually and in concert the several factors which limit image formation (direct problem) and further limit image restoration (inverse problem), to understand their interrelation and order of importance.

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.

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.

Image Restoration

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Author : Aymeric Histace
language : en
Publisher: IntechOpen
Release Date : 2012-04-04

Image Restoration written by Aymeric Histace and has been published by IntechOpen 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.

Image Restoration

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Author : Aymeric Histace
language : en
Publisher: IntechOpen
Release Date : 2012-04-04

Image Restoration written by Aymeric Histace and has been published by IntechOpen 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.

Regularized Image Restoration

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Author : Pradeepa D. Samarasinghe
language : en
Publisher:
Release Date : 2012

Regularized Image Restoration written by Pradeepa D. Samarasinghe 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.

Fundamentals Of Digital Imaging

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Author : H. J. Trussell
language : en
Publisher: Cambridge University Press
Release Date : 2008-10-30

Fundamentals Of Digital Imaging written by H. J. Trussell and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-10-30 with Computers categories.

The multi-billion dollar industry of digital imaging technology is an active research area with applications in our everyday lives in products such as digital cameras, scanners, printers and display systems. This book presents an introduction to the fundamentals of digital imaging, with emphasis on the basic operations of image capture and display of monochrome and colour images. The authors balance the mathematical description of real problems with practical examples. With a colour-plate section and real-world applications, this book is suitable for graduate students taking courses in digital imaging in electrical engineering and computer science departments. It will also be a useful reference for practitioners in industry.

Nasa Reference Publication

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Author :
language : en
Publisher:
Release Date : 1990

Nasa Reference Publication written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Astronautics categories.

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.

Introduction To Digital Image Processing

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Author : William K. Pratt
language : en
Publisher: CRC Press
Release Date : 2013-09-13

Introduction To Digital Image Processing written by William K. Pratt and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-09-13 with Computers categories.

The subject of digital image processing has migrated from a graduate to a junior or senior level course as students become more proficient in mathematical background earlier in their college education. With that in mind, Introduction to Digital Image Processing is simpler in terms of mathematical derivations and eliminates derivations of advanced s