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portada Digital Image Denoising in MATLAB
Type
Physical Book
Author
Publisher
Language
English
Pages
208
Format
Hardcover
ISBN13
9781119617693
Categories

Digital Image Denoising in MATLAB

Chi-Wah Kok (Author) · Wing-Shan Tam (Author) · Wiley-IEEE Press · Hardcover

Digital Image Denoising in MATLAB - Kok, Chi-Wah ; Tam, Wing-Shan

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Synopsis "Digital Image Denoising in MATLAB"

This book dissects a very common but important image processing application: digital image denoising. The dissection begins with the most fundamental of digital images, noise sources, and the effect of noise on different image features. A variety of denoising techniques are reviewed, analyzed, and compared in this book to provide the readers with a complete picture of digital image denoising. The book has placed special emphasis on the theory behind each algorithm and how it can be for real world application. - Excellent explanatory introduction to image denoising methods; - thorough treatment of the theoretical foundations, with comprehensive analytical analysis of each presented algorithm; - discussion in detail - including the assumptions and limitations - of each presented algorithm; - detail devoted to MATLAB(R) implementation of the presented algorithm; - coverage of classical denoising methods, and advanced model based denoising methods; - simulation results are presented for comparative analysis; - summary of important results obtained in each chapter given at its end; and - theoretical, analytical, and computational exercises are provided at the end of each chapter.MATLAB code, solution manual, and PPT for lecturing will be provided.

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