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{ "item_title" : "Digital Image Denoising in MATLAB", "item_author" : [" Chi-Wah Kok", "Wing-Shan Tam "], "item_description" : "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.", "item_img_path" : "https://covers2.booksamillion.com/covers/bam/1/11/961/769/1119617693_b.jpg", "price_data" : { "retail_price" : "140.00", "online_price" : "140.00", "our_price" : "140.00", "club_price" : "140.00", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }
Digital Image Denoising in MATLAB|Chi-Wah Kok

Digital Image Denoising in MATLAB

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Overview

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.

This item is Non-Returnable

Details

  • ISBN-13: 9781119617693
  • ISBN-10: 1119617693
  • Publisher: Wiley-IEEE Press
  • Publish Date: July 2024
  • Dimensions: 9 x 6 x 0.56 inches
  • Shipping Weight: 1.04 pounds
  • Page Count: 224

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