Per Chr. Hansen, James G. Nagy, Dianne P. O'Leary

Deblurring Images

Matrices, Spectra, and Filtering

• Broschiertes Buch

Produktbeschreibung

This books 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.

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Produktdetails

• Fundamentals of Algorithms
• Verlag: Cambridge University Press / Society for Industrial and Applied Mathematics
• Seitenzahl: 144
• Erscheinungstermin: 29. März 2007
• Englisch
• Abmessung: 228mm x 152mm x 7mm
• Gewicht: 310g
• ISBN-13: 9780898716184
• ISBN-10: 0898716187
• Artikelnr.: 22793976

Autorenporträt

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.

Inhaltsangabe

Contents; Preface ; How to Get the Software; List of Symbols ; 1. The Image Deblurring Problem; 2. Manipulating Images in MATLAB; 3. The Blurring Function; 4. Structured Matrix Computations; 5. SVD and Spectral Analysis; 6. Regularization by Spectral Filtering; 7. Color Images, Smoothing Norms, and Other Topics; Appendix: MATLAB Functions; Bibliography; Index