Digital Image Processing: An Algorithmic Approach with MATLAB (Hardcover)

Uvais Qidwai, C.H. Chen

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商品描述

Eschewing heavy mathematics and lengthy programming details, Digital Image Processing: An Algorithmic Approach with MATLAB® presents an easy methodology for learning the fundamentals of image processing. The book applies the algorithms using MATLAB®, without bogging down students with syntactical and debugging issues.

One chapter can typically be completed per week, with each chapter divided into three sections. The first section presents theoretical topics in a very simple and basic style with generic language and mathematics. The second section explains the theoretical concepts using flowcharts to streamline the concepts and to form a foundation for students to code in any programming language. The final section supplies MATLAB codes for reproducing the figures presented in the chapter. Programming-based exercises at the end of each chapter facilitate the learning of underlying concepts through practice.

This textbook equips undergraduate students in computer engineering and science with an essential understanding of digital image processing. It will also help them comprehend more advanced topics and sophisticated mathematical material in later courses. A color insert is included in the text while various instructor resources are available on the author’s website.

商品描述(中文翻譯)

《數位影像處理:MATLAB®演算法方法》避免了繁重的數學和冗長的程式細節,提供了一種簡單的方法來學習影像處理的基礎知識。本書使用MATLAB®來應用演算法,避免了學生在語法和除錯問題上的困擾。

每週通常可以完成一個章節,每個章節分為三個部分。第一部分以通用的語言和數學以簡單基礎的方式介紹理論主題。第二部分使用流程圖解釋理論概念,以簡化概念並為學生在任何程式語言中編寫程式碼打下基礎。最後一部分提供MATLAB程式碼,以重現章節中呈現的圖形。每個章節末尾的程式設計練習有助於通過實踐學習基礎概念。

本教科書為計算機工程和科學的本科生提供了對數位影像處理的基本理解。它還將幫助他們理解後續課程中更高級的主題和複雜的數學材料。書中附有彩色插圖,作者的網站上還提供了各種教學資源。