本書是圖像處理理論與以MATLAB為主要工具的軟件實踐方法相結合的第一本書。特色在于重點強調如何通過開發新代碼來加強軟件工具。介紹MATLAB編程基礎知識之後,講述了圖像處理的主干內容,包括灰度變換、線性和非線性空間濾波、頻率域濾波、圖像恢復與配準、彩色圖像處理、小波、圖像數據壓縮、形態學圖像處理、圖像分割、區域和邊界表示與描述,以及目標識別。
本書可供從事信號與信息處理、汁算機科學與技術、通信工程、地球物理等專業的大專院校師生學習參考。
目錄
1 Introduction
Preview
1.1 Background
1.2 What Is Digital Image Processing?
1.3 Background on MATLAB and the Image Processing Toolbox
1.4 Areas of Image Processing Covered in the Book
1.5 The Book Web Site
1.6 Notation
1.7 The MATLAB Working Environment
1.8 How References Are Organized in the Book
Summary
2 Fundamentals
Preview
2.1 Digital Image Representation
2.2 Reading Images
2.3 Displaying Images
2.4 Writing Images
2.5 Data Classes
2.6 Image Types
2.7 Converting between Data Classes and Image Types
2.8 Array Indexing
2.9 Some Important Standard Arrays
2.10 Introduction to M-Function Programming
Summary
3 Intensity Transformations and Spatial Filtering
4 Frequency Domain Processing
5 Image Restoration
6 Color Image Processing
7 Wavelets
8 Image Compression
9 Morphological Image Processing
10 Image Segmentation
11 Representation and Dexcription
12 Object Recognition
Appendix A Function Summary
Appendix B ICE and MATLAB Graphical User Interfaces
Appendix C M-Functions
Bibliography
Index
Preview
1.1 Background
1.2 What Is Digital Image Processing?
1.3 Background on MATLAB and the Image Processing Toolbox
1.4 Areas of Image Processing Covered in the Book
1.5 The Book Web Site
1.6 Notation
1.7 The MATLAB Working Environment
1.8 How References Are Organized in the Book
Summary
2 Fundamentals
Preview
2.1 Digital Image Representation
2.2 Reading Images
2.3 Displaying Images
2.4 Writing Images
2.5 Data Classes
2.6 Image Types
2.7 Converting between Data Classes and Image Types
2.8 Array Indexing
2.9 Some Important Standard Arrays
2.10 Introduction to M-Function Programming
Summary
3 Intensity Transformations and Spatial Filtering
4 Frequency Domain Processing
5 Image Restoration
6 Color Image Processing
7 Wavelets
8 Image Compression
9 Morphological Image Processing
10 Image Segmentation
11 Representation and Dexcription
12 Object Recognition
Appendix A Function Summary
Appendix B ICE and MATLAB Graphical User Interfaces
Appendix C M-Functions
Bibliography
Index
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新書$390