MATLAB and Simulink Based Books

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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About This Book

Per Christian HansenTechnical University of Denmark
James G. NagyEmory University
Dianne P. O'LearyUniversity of Maryland

SIAM, 2006

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