Introduction to Digital Image Processing with MATLAB

Alasdair McAndrew

Introduction to Digital Image Processing with MATLAB

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商品描述

Description:

This book is an introduction to digital image processing from an elementary perspective. Providing a broad introduction to the discipline, the book covers topics that can be introduced with simple mathematics so students can learn the concepts without getting overwhelmed by mathematical detail. The first three chapters set the scene for much of the rest of the book by exploring the nature and use of digital images and how they can be obtained, stored, and displayed. By using MATLAB and its Image Processing Toolbox, students will be able to apply the theory they have learned into practice.

 

Table of Contents:

1. Introduction
2. Images and MATLAB
3. Image Display
4. Point Processing
5. Neighborhood Processing
6. Image Geometry
7. The Fourier Transform
8. Image Restoration
9. Image Segmentation
10. Mathematical Morphology
11. Image Topology
12. Shapes and Boundaries
13. Color Processing
14. Image Coding and Compression
15. Wavelets
16. Special Effects

商品描述(中文翻譯)

描述：
這本書是從初學者的角度介紹數位影像處理的入門書籍。書中提供了廣泛的學科介紹，涵蓋了可以用簡單數學概念介紹的主題，讓學生在不被數學細節所困擾的情況下學習概念。前三章為後續內容鋪墊了基礎，探討了數位影像的性質和使用方式，以及如何獲取、儲存和顯示影像。通過使用MATLAB及其影像處理工具箱，學生將能夠將所學的理論應用於實踐中。

目錄：
1. 簡介
2. 影像和MATLAB
3. 影像顯示
4. 點處理
5. 鄰域處理
6. 影像幾何
7. 傅立葉變換
8. 影像恢復
9. 影像分割
10. 數學形態學
11. 影像拓撲
12. 形狀和邊界
13. 彩色處理
14. 影像編碼和壓縮
15. 小波
16. 特殊效果

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