Image Recovery Theory And Application
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Author | : Henry Stark |
Publisher | : Elsevier |
Total Pages | : 565 |
Release | : 2013-04-25 |
Genre | : Technology & Engineering |
ISBN | : 0323145973 |
Image Recovery: Theory and Application focuses on signal recovery and synthesis problems. This book discusses the concepts of image recovery, including regularization, the projection theorem, and the pseudoinverse operator. Comprised of 13 chapters, this volume begins with a review of the basic properties of linear vector spaces and associated operators, followed by a discussion on the Gerchberg-Papoulis algorithm. It then explores image restoration and the basic mathematical theory in image restoration problems. The reader is also introduced to the problem of obtaining artifact-free computed tomographic reconstruction. Other chapters consider the importance of Bayesian approach in the context of medical imaging. In addition, the book discusses the linear programming method, which is particularly important for images with large number of pixels with zero value. Such images are usually found in medical imaging, microscopy, electron microscopy, and astronomy. This book can be a valuable resource to materials scientists, engineers, computed tomography technologists, and astronomers.
Author | : H. Stark |
Publisher | : |
Total Pages | : 0 |
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Author | : Patrizio Campisi |
Publisher | : CRC Press |
Total Pages | : 474 |
Release | : 2017-12-19 |
Genre | : Technology & Engineering |
ISBN | : 1420007297 |
Blind image deconvolution is constantly receiving increasing attention from the academic as well the industrial world due to both its theoretical and practical implications. The field of blind image deconvolution has several applications in different areas such as image restoration, microscopy, medical imaging, biological imaging, remote sensing, astronomy, nondestructive testing, geophysical prospecting, and many others. Blind Image Deconvolution: Theory and Applications surveys the current state of research and practice as presented by the most recognized experts in the field, thus filling a gap in the available literature on blind image deconvolution. Explore the gamut of blind image deconvolution approaches and algorithms that currently exist and follow the current research trends into the future. This comprehensive treatise discusses Bayesian techniques, single- and multi-channel methods, adaptive and multi-frame techniques, and a host of applications to multimedia processing, astronomy, remote sensing imagery, and medical and biological imaging at the whole-body, small-part, and cellular levels. Everything you need to step into this dynamic field is at your fingertips in this unique, self-contained masterwork. For image enhancement and restoration without a priori information, turn to Blind Image Deconvolution: Theory and Applications for the knowledge and techniques you need to tackle real-world problems.
Author | : Joseph R. Blaney |
Publisher | : Lexington Books |
Total Pages | : 207 |
Release | : 2015-12-17 |
Genre | : Language Arts & Disciplines |
ISBN | : 1498517757 |
Putting Image Repair to the Test:Quantitative Applications of Image Restoration Theory examines content analytic, attitudinal, and behavioral claims to advance current assertions made about image repair discourse, its effects, and the surrounding discourse. The contributors provide empirical data to answer research questions and to test various hypotheses in one substantive volume that builds on prior research in this field. Recommended for scholars in communication studies, public relations, and journalism.
Author | : Richard E. Blahut |
Publisher | : Cambridge University Press |
Total Pages | : 578 |
Release | : 2004-11-18 |
Genre | : Technology & Engineering |
ISBN | : 9781139455305 |
This book was first published in 2004. In many applications, images, such as ultrasonic or X-ray signals, are recorded and then analyzed with digital or optical processors in order to extract information. Such processing requires the development of algorithms of great precision and sophistication. This book presents a unified treatment of the mathematical methods that underpin the various algorithms used in remote image formation. The author begins with a review of transform and filter theory. He then discusses two- and three-dimensional Fourier transform theory, the ambiguity function, image construction and reconstruction, tomography, baseband surveillance systems, and passive systems (where the signal source might be an earthquake or a galaxy). Information-theoretic methods in image formation are also covered, as are phase errors and phase noise. Throughout the book, practical applications illustrate theoretical concepts, and there are many homework problems. The book is aimed at graduate students of electrical engineering and computer science, and practitioners in industry.
Author | : |
Publisher | : Academic Press |
Total Pages | : 353 |
Release | : 1995-07-11 |
Genre | : Technology & Engineering |
ISBN | : 0080577598 |
Academic Press is pleased to announce the creation of Advances in Imaging and Electron Physics. This serial publication results from the merger of two long running serials--Advances in Electronics and Electron Physics and Advances in Optical & Electron Microscopy. Advances in Imaging & Electron Physics will feature extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies,microlithography, image science and digital image processing, electromagnetic wave propagation, electron microscopy, and the computing methods used in all these domains. Continuation order customers for either of the original Advances will receiveVolume 90, the first combined volume.
Author | : Paul Nelson |
Publisher | : CRC Press |
Total Pages | : 479 |
Release | : 2023-05-31 |
Genre | : Mathematics |
ISBN | : 1000946541 |
This book includes seminal papers on technical subjects—transport theory, invariant imbedding, and integral equations—presented as contributions to honour George Milt Wing in celebration of his 65th birth anniversary in 1988.
Author | : Kenneth M. Hanson |
Publisher | : Springer Science & Business Media |
Total Pages | : 479 |
Release | : 2012-12-06 |
Genre | : Mathematics |
ISBN | : 9401154309 |
Proceedings of the Fifteenth International Workshop on Maximum Entropy and Bayesian Methods, Santa Fe, New Mexico, USA, 1995
Author | : Joachim Frank |
Publisher | : Springer Science & Business Media |
Total Pages | : 398 |
Release | : 2013-04-17 |
Genre | : Science |
ISBN | : 1475721633 |
This unique resource details the theory, working methods, and applications of electron tomographic techniques for imaging asymmetric, noncrystalline biological specimens.
Author | : M. Bertero |
Publisher | : CRC Press |
Total Pages | : 358 |
Release | : 2021-12-20 |
Genre | : Science |
ISBN | : 1000516350 |
Fully updated throughout and with several new chapters, this second edition of Introduction to Inverse Problems in Imaging guides advanced undergraduate and graduate students in physics, computer science, mathematics and engineering through the principles of linear inverse problems, in addition to methods of their approximate solution and their practical applications in imaging. This second edition contains new chapters on edge-preserving and sparsity-enforcing regularization in addition to maximum likelihood methods and Bayesian regularization for Poisson data. The level of mathematical treatment is kept as low as possible to make the book suitable for a wide range of students from different backgrounds, with readers needing just a rudimentary understanding of analysis, geometry, linear algebra, probability theory, and Fourier analysis. The authors concentrate on presenting easily implementable and fast solution algorithms, and this second edition is accompanied by numerical examples throughout. It will provide readers with the appropriate background needed for a clear understanding of the essence of inverse problems (ill-posedness and its cure) and, consequently, for an intelligent assessment of the rapidly growing literature on these problems. Key features: Provides an accessible introduction to the topic while keeping mathematics to a minimum Interdisciplinary topic with growing relevance and wide-ranging applications Accompanied by numerical examples throughout