Image Denoising Using Mathematical Tools
暫譯: 使用數學工具進行影像去噪

Talbi, Mourad, Nasraoui, Brahim

Image Denoising Using Mathematical Tools
  • 出版商: Springer
  • 出版日期: 2026-01-06
  • 售價: $1,800
  • 貴賓價: 9.5 折 $1,710
  • 語言: 英文
  • 頁數: 65
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3032118778
  • ISBN-13: 9783032118776
  • 相關分類: 影像辨識 Image-recognition

    • 海外代購書籍(需單獨結帳)

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商品描述

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.

商品描述(中文翻譯)

本書介紹並分析影像去噪技術。在第一章中，作者詳細說明了使用自適應頻率中位數濾波器（Adaptive Frequency Median Filter, AFMF）的影像去噪方法。在第二章中，作者提出了基於兩種不同小波變換的首個影像去噪技術，這兩種小波變換分別是二維雙樹離散小波變換（2-D dual-tree DWT）和二維穩定小波變換（Stationary Wavelet Transform 2-D）。在第三章中，作者討論了基於二維雙樹離散小波變換和二維穩定小波變換的MRI去噪技術。

作者簡介

Mourad Talbi is an Associate professor in signal and image processing at the center of researches and technologies of energy (CRTEn), Tunis, Tunisia. He received his Master (2004) in automatics and Signal Processing from National School of Engineers of Tunis (ENIT) He received his Ph.D. Thesis (2010) and his HDR (2015) in Electronics from Faculty of sciences of Tunis. Actually, he is a research member of the LMEEVED Laboratory. He has made many publications in the domains of Signal and image processing and also in the domain of the photovoltaics. He also participates in many international conferences of signal and image processing and also photovoltaics. He has published many books and chapters in the domains of Signal and Image processing.

Brahim Nasraoui is an Assistant Professor in the Department of Computer Sciences at the University College of Duba, University of Tabuk, Saudi Arabia. He has conducted research in image processing, focusing on mathematical and computational approaches to improve image quality and reduce noise. His contributions include developing innovative methods that combine mathematical models with practical computational techniques.

作者簡介(中文翻譯)

穆拉德·塔爾比（Mourad Talbi）是突尼西亞能源研究與技術中心（CRTEn）信號與影像處理的副教授。他於2004年在突尼西亞國立工程學院（ENIT）獲得自動化與信號處理碩士學位，並於2010年獲得突尼西亞科學院電子學博士學位，2015年獲得高等學位（HDR）。目前，他是LMEEVED實驗室的研究成員。他在信號與影像處理以及光伏領域發表了許多論文，並參加了多個國際信號與影像處理及光伏會議。他在信號與影像處理領域出版了多本書籍和章節。

布拉希姆·納斯拉維（Brahim Nasraoui）是沙烏地阿拉伯塔布克大學杜巴大學院計算機科學系的助理教授。他在影像處理方面進行研究，專注於數學和計算方法以改善影像質量並減少噪聲。他的貢獻包括開發結合數學模型與實用計算技術的創新方法。

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