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Deblurring Images Matrices, Spectra, and Filtering

Deblurring Images: Matrices, Spectra, and Filtering

Written for beginners in the field of image restoration and regularization, this book gives students and engineers an understanding of the linear algebra behind various filtering methods. Readers will become familiar with modern techniques used to solve realistic large-scale problems in image deblurring. Topics covered include manipulating images in MATLAB, structured matrix computations, spectral filtering, and working with partial derivatives.

MATLAB is used throughout the book to solve real-world application examples. Image Processesing Toolbox is also briefly discussed. In addition, a set of MATLAB M-files is available for download.

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A propos de ce livre

Per Christian Hansen, Technical University of Denmark
James G. Nagy, Emory University
Dianne P. O'Leary, University of Maryland

SIAM, 2006

ISBN: 978-0-898716-18-4
Language: English