Articoli correlati a Deblurring Images: Matrices, Spectra, and Filtering
Sinossi
This book provides a unique insight to the mathematics of image deblurring.
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Informazioni sugli autori
Per Christian Hansen is Professor of Scientific Computing at the Technical University of Denmark. He has also worked at the University of Copenhagen, Denmark, and the Danish Computing Center for Research and Education (UNI•C). His publications include a research monograph, several MATLAB packages, and many papers on inverse problems, matrix computations, and signal processing. He is a member of SIAM.
James G. Nagy is Professor of Mathematics and Computer Science at Emory University. In 2001 he was selected to hold the Emory Professorship for Distinguished Teaching in the Social and Natural Sciences. He has published many research papers on scientific computing, numerical linear algebra, inverse problems, and image processing. He is a member of SIAM and AWM.
Dianne P. O'Leary is Professor of Computer Science at the University of Maryland and a mathematician at the U.S. National Institute of Standards and Technology. She was awarded an honorary Doctorate of Mathematics from the University of Waterloo. She is the author of over 75 publications on numerical analysis and computational science and over 25 publications on education and mentoring. She is a member of SIAM, AWM, and ACM.
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Deblurring Images: Matrices, Spectra, and Filtering (Fundamentals of Algorithms, Series Number 3)
Editore:
Society For Industrial And Applied Mathematics, 2006
ISBN 10: 0898716187
ISBN 13: 9780898716184
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Condizione: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has soft covers. Clean from markings. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,400grams, ISBN:9780898716184. Codice articolo 9948382
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Deblurring Images
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MP-SIA SIAM - Society for Industrial and Applied M, 2007
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ISBN 13: 9780898716184
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Deblurring Images : Matrices, Spectra, And Filtering
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Society for Industrial and Applied Mathematics, 2007
ISBN 10: 0898716187
ISBN 13: 9780898716184
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Deblurring Images
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Society for Industrial and Applied Mathematics,U.S., US, 2006
ISBN 10: 0898716187
ISBN 13: 9780898716184
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Paperback. Condizione: New. When we use a camera, we want the recorded image to be a faithful representation of the scene that we see, but every image is more or less blurry. In image deblurring, the goal is to recover the original, sharp image by using a mathematical model of the blurring process. The key issue is that some information on the lost details is indeed present in the blurred image, but this "hidden" information can be recovered only if we know the details of the blurring process. Deblurring Images describes the deblurring algorithms and techniques collectively known as spectral filtering methods, in which the singular value decomposition - or a similar decomposition with spectral properties - is used to introduce the necessary regularization or filtering in the reconstructed image. The concise MATLAB® implementations described in the book provide a template of techniques that can be used to restore blurred images from many applications.This book's treatment of image deblurring is unique in two ways: it includes algorithmic and implementation details; and by keeping the formulations in terms of matrices, vectors, and matrix computations, it makes the material accessible to a wide range of readers. Students and researchers in engineering will gain an understanding of the linear algebra behind filtering methods, while readers in applied mathematics, numerical analysis, and computational science will be exposed to modern techniques to solve realistic large-scale problems in image processing.With a focus on practical and efficient algorithms, Deblurring Images includes many examples, sample image data, and MATLAB codes that allow readers to experiment with the algorithms. It also incorporates introductory material, such as how to manipulate images within the MATLAB environment, making it a stand-alone text. Pointers to the literature are given for techniques not covered in the book. Codice articolo LU-9780898716184
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Deblurring Images : Matrices, Spectra, And Filtering
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Deblurring Images: Matrices, Spectra, and Filtering: 3 (Fundamentals of Algorithms, Series Number 3)
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Deblurring Images : Matrices, Spectra, And Filtering
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ISBN 13: 9780898716184
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Deblurring Images Matrices, Spectra, and Filtering
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Society for Industrial & Applied, 2007
ISBN 10: 0898716187
ISBN 13: 9780898716184
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Paperback. Condizione: Brand New. 1st edition. 130 pages. 10.00x7.00x0.25 inches. In Stock. Codice articolo __0898716187
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Deblurring Images : Matrices, Spectra, And Filtering
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Society for Industrial and Applied Mathematics, 2007
ISBN 10: 0898716187
ISBN 13: 9780898716184
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Deblurring Images: Matrices, Spectra, and Filtering
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Society for Industrial & Applied Mathematics,U.S., 2007
ISBN 10: 0898716187
ISBN 13: 9780898716184
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Paperback. Condizione: New. New copy - Usually dispatched within 4 working days. Codice articolo B9780898716184
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