Nonlinear Image Processing Ii
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Author | : Sanjit Mitra |
Publisher | : Academic Press |
Total Pages | : 480 |
Release | : 2001 |
Genre | : Computers |
ISBN | : 9780125004510 |
This state-of-the-art book deals with the most important aspects of non-linear imaging challenges. The need for engineering and mathematical methods is essential for defining non-linear effects involved in such areas as computer vision, optical imaging, computer pattern recognition, and industrial automation challenges.
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Total Pages | : |
Release | : 1991 |
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Author | : Edward R. Dougherty |
Publisher | : SPIE Press |
Total Pages | : 200 |
Release | : 1994 |
Genre | : Technology & Engineering |
ISBN | : 9780819415608 |
From a strict semantic point of view, nonlinear image processing encompasses all image processing that is not based on linear operators; however, from a practical, evolutionary point of view, the name itself is usually associated with the study of nonlinear filters, mainly the deterministic and nondeterministic analysis and design of logic-based operators. This Tutorial Text volume explores logic-based operators with emphasis on representation, design, and statistical optimization of nonlinear filters.
Author | : Yves Meyer |
Publisher | : American Mathematical Soc. |
Total Pages | : 138 |
Release | : 2001 |
Genre | : Computers |
ISBN | : 9780821829202 |
Image compression, the Navier-Stokes equations, and detection of gravitational waves are three seemingly unrelated scientific problems that, remarkably, can be studied from one perspective. The notion that unifies the three problems is that of ``oscillating patterns'', which are present in many natural images, help to explain nonlinear equations, and are pivotal in studying chirps and frequency-modulated signals. The first chapter of this book considers image processing, moreprecisely algorithms of image compression and denoising. This research is motivated in particular by the new standard for compression of still images known as JPEG-2000. The second chapter has new results on the Navier-Stokes and other nonlinear evolution equations. Frequency-modulated signals and theiruse in the detection of gravitational waves are covered in the final chapter. In the book, the author describes both what the oscillating patterns are and the mathematics necessary for their analysis. It turns out that this mathematics involves new properties of various Besov-type function spaces and leads to many deep results, including new generalizations of famous Gagliardo-Nirenberg and Poincare inequalities. This book is based on the ``Dean Jacqueline B. Lewis Memorial Lectures'' given bythe author at Rutgers University. It can be used either as a textbook in studying applications of wavelets to image processing or as a supplementary resource for studying nonlinear evolution equations or frequency-modulated signals. Most of the material in the book did not appear previously inmonograph literature.
Author | : Edward R. Dougherty |
Publisher | : Springer Science & Business Media |
Total Pages | : 173 |
Release | : 2012-12-06 |
Genre | : Computers |
ISBN | : 1461531489 |
Mathematical Nonlinear Image Processing deals with a fast growing research area. The development of the subject springs from two factors: (1) the great expansion of nonlinear methods applied to problems in imaging and vision, and (2) the degree to which nonlinear approaches are both using and fostering new developments in diverse areas of mathematics. Mathematical Nonlinear Image Processing will be of interest to people working in the areas of applied mathematics as well as researchers in computer vision. Mathematical Nonlinear Image Processing is an edited volume of original research. It has also been published as a special issue of the Journal of Mathematical Imaging and Vision. (Volume 2, Issue 2/3).
Author | : Edward R. Dougherty |
Publisher | : |
Total Pages | : 324 |
Release | : 1991 |
Genre | : Computers |
ISBN | : |
Author | : |
Publisher | : |
Total Pages | : 310 |
Release | : 1991 |
Genre | : Digital filters (Mathematics) |
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Author | : Kenneth E. Barner |
Publisher | : CRC Press |
Total Pages | : 560 |
Release | : 2003-11-24 |
Genre | : Technology & Engineering |
ISBN | : 0203010418 |
Nonlinear signal and image processing methods are fast emerging as an alternative to established linear methods for meeting the challenges of increasingly sophisticated applications. Advances in computing performance and nonlinear theory are making nonlinear techniques not only viable, but practical. This book details recent advances in nonl
Author | : |
Publisher | : |
Total Pages | : 362 |
Release | : 1999 |
Genre | : Digital filters (Mathematics) |
ISBN | : |
Author | : Gonzalo R. Arce |
Publisher | : John Wiley & Sons |
Total Pages | : 483 |
Release | : 2005-01-03 |
Genre | : Science |
ISBN | : 0471691844 |
Nonlinear Signal Processing: A Statistical Approach focuses on unifying the study of a broad and important class of nonlinear signal processing algorithms which emerge from statistical estimation principles, and where the underlying signals are non-Gaussian, rather than Gaussian, processes. Notably, by concentrating on just two non-Gaussian models, a large set of tools is developed that encompass a large portion of the nonlinear signal processing tools proposed in the literature over the past several decades. Key features include: * Numerous problems at the end of each chapter to aid development and understanding * Examples and case studies provided throughout the book in a wide range of applications bring the text to life and place the theory into context * A set of 60+ MATLAB software m-files allowing the reader to quickly design and apply any of the nonlinear signal processing algorithms described in the book to an application of interest is available on the accompanying FTP site.