Digital Image Denoising in MATLAB Hardback
by Chi-Wah (Canaan Microelectronics, P.R. China) Kok, Wing-Shan (Canaan Microelectronics, P.R. China) Tam
Part of the IEEE Press series
Hardback
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® 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.
Information
-
Pre-Order
- Format:Hardback
- Pages:208 pages
- Publisher:John Wiley & Sons Inc
- Publication Date:18/07/2024
- Category:
- ISBN:9781119617693
Information
-
Pre-Order
- Format:Hardback
- Pages:208 pages
- Publisher:John Wiley & Sons Inc
- Publication Date:18/07/2024
- Category:
- ISBN:9781119617693
