Digital Image Denoising in MATLAB (eBook)

Chi-Wah Kok, Wing-Shan Tam (Autoren)

eBook Download: PDF

2024 | 1. Auflage
224 Seiten
John Wiley & Sons (Verlag)
978-1-119-61775-4 (ISBN)

Infos

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.

Produkt-Details

• Erscheint lt. Verlag: 7.6.2024
• Reihe/Serie: Wiley - IEEE
• Sprache: englisch
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Schlagworte: Bild- u. Videoverarbeitung • Computer-Ratgeber • Digital Cameras & Photography • Digitalkameras • Digitalkameras u. Digitalfotographie • Electrical & Electronics Engineering • Elektrotechnik u. Elektronik • End-User Computing • Entrauschen • Image and Video Processing • MATLAB • Signal Processing • Signalverarbeitung
• ISBN-10: 1-119-61775-8 / 1119617758
• ISBN-13: 978-1-119-61775-4 / 9781119617754