数字图像处理(英文版)

    本书是数字图像处理领域理论与实践相结合的成功之作，也是经典之作。全书强调如何应用理论知识解决工业和科学研究中常见的实际问题，着重阐述了数字图像处理的基本概念和实用技术，使读者能够使用这些技术解决数字图像处理中所遇到的各种问题。全书首先讲述数字化图像及其显示以及图像处理软件，接着讲解点、代数和几何运算，之后讲解线性系统理论、傅里叶变换、离散图像变换和小波变换，再后讲解图像复原、图像压缩和模式识别，最后讲解彩色、多光谱图像处理和三维图像处理。

PREFACE Part One 1  IMAGES AND DIGITAL PROCESSING     1.1  Introduction     1.2  The Elements of Digital Image Processing     1.3  Philosophical Considerations     1.4   Digital Image Processing in Practice     Problems     References 2  DIGITIZING IMAGES     2.1  Introduction     2.2  Characteristics of an Image Digitizer     2.3  Types of Image Digitizers     2.4  Image-Digitizing Components     2.5  Electronic Image Tube Cameras     2.6  Solid-State Cameras     2.7  Film Scanning     2.8  Summary of Important Points     Problems     Projects     References 3  DIGITAL IMAGE DISPLAY     3.1  Introduction     3.2  Display Characteristics     3.3  Volatile Displays     3.4  Permanent Displays     3.5  Summary of Important Points     Problems     Projects     References 4  IMAGE-PROCESSING SOFTWARE     4.1  Introduction     4.2  Image-Processing Systems     4.3  The User Interface     4.4  The Software Development Process     4.5  Summary of Important Points     Problems     Projects     References 5  THE GRAY-LEVEL HISTOGRAM     5.1  Introduction     5.2  Uses of the Histogram     5.3  Relationship Between Histogram and Image     5.4  Summary of Important Points     Problems     Projects     References 6  POINT OPERATIONS     6.1  Introduction     6.2  Point Operations and the Histogram     6.3  Applications of Point Operations     6.4  Summary of Important Points     Problems     Projects 7  ALGEBRAIC OPERATIONS     7.1  Introduction     7.2  Algebraic Operations and the Histogram 8  GEOMETRIC OPERATIONS   …… Part Two 9  LINEAR SYSTEM THEORY 10  THE FOURIER TRANSFORM 11  FILTER DESIGN 12  PROCESSING SAMPLED DATA 13  DISCRETE IMAGE TRANSFORMS 14  WAVELET TRANSFORMS 15  OPTICS AND SYSTEM ANALYSIS Part Three 16  IMAGE RESTORATION 17  IMAGE COMPRESSION 18  PATTERN RECOGNITION: IMAGE SEGMENTATION 19  PATTERN RECOGNITION: OBJECT MEASUREMENT 20  PATTERN RECOGNITION: CLASSIFICATION AND ESTIMATION 21  COLOR AND MULTISPECTRAL IMAGE PROCESSING A1  GLOSSARY OF IMAGE PROCESSING TERMS A2  BIBLIOGRAPHY A3  MATHEMATICAL BACKGROUND INDEX 22  THREE-DIMENSIONAL IMAGE PROCESSING