Image Denoising Using Mathematical Tools

By Brahim Nasraoui and Talbi Mourad

This book introduces and analyzes image denoising techniques. In the first chapter, the authors detail image denoising approaches employing Adaptive Frequency Median Filter (AFMF). In the second chapter, the authors present the first image denoising technique based on two different wavelet transforms, which are 2-D dual-tree DWT and Stationary Wavelet Transform 2-D. In the third chapter, the authors discuss the MRI Denoising based on 2-D Dual-Tree DWT and Stationary Wavelet Transform 2-D.

• Format: Hardcover
• Language: English
• ISBN: 3032118778
• ISBN13: 9783032118776
• Release Date: January 2026
• Publisher: Springer
• Length: 65 Pages