《Math Physics Foundation of Advanced Remote Sensing Digital Image Processing》根据作者十余年来以遥感数字图像获取、处理、输出、应用为体系开展的系统研究工作所积累丰硕成果的基础上,经过汇总整理,完成了《Math Physics Foundation of Advanced Remote Sensing Digital Image Processing》。全书分为16章,从三部分来对遥感图像处理进行阐述,第一部分是基础部分,主要从遥感的图像总体性处理进行介绍,主要内容有遥感图像处理的概念和《Math Physics Foundation of Advanced Remote Sensing Digital Image Processing》的框架,遥感图像的数字化,显示和常用的处理软件,并着重介绍了遥感图像图处理的方法的数字基础,主要从直方图,点运算,代数运算和几何运算几方面来阐述。第二部分是遥感图像数字处理的理论部分,主要涉及图像内部及像素间数学处理,主要从线性系统的卷积,从空间域到频率的互变换,滤波的数学基础和遥感图像的采样及正交基时频域组合的正交基分析进行分析。第三个部分是遥感图像数字处理的应用部分,主要涉及一些常用的图像应用的处理方法,包括:遥感图像的复原和信息提取,遥感图像的压缩,遥感图像的特征提取和模式识别,遥感图像的数据融合与三维图像的处理等。
Part 1 The System and the Overall Processing Foundation
1 Overview of Remote Sensing Digital Image Processing
2 System Support Conditions for Remote Sensing Digital Image Processing and Analysis
3 Mathematical Basis for the Overall Processing and Analysis of Remote Sensing Digital
Images
4 Physical Foundation and Global Analysis of Remote Sensing Digital Images
Part II Pixel Processing Theory and Methods
5 Remote Sensing Digital Image Pixel Processing Theory I : Linear System with Space - Time
Domain Convolution
6 Remote Sensing Digital Image Pixel Processing Theory II : Time - Frequency Fourier
Transform from Convolution to Multiplication
7 Remote Sensing Digital Image Pixel Processing Theory III : Frequency Domain Filtering
8 Remote Sensing Digital Image Pixel Processing Theory IV : Time Domain Sampling
9 Basics of Remote Sensing Digital Image Pixel Transformation I : Space - Time
Equivalent Orthogonal Basis
10 Basics of Remote Sensing Digital Image Pixel Transformation II : Time - Frequency
Orthogonal Basis
Part III Technology and Application
11 Technology I of Remote Sensing Digital Image Processing : Noise Reduction and Image
Reconstruction
12 Technology II of Remote Sensing Digital Image Processing : Digital Image Compression
13 Technology III of Remote Sensing Digital Image Processing : Pattern Recognition
( Image Segmentation )
14 Technology III of Remote Sensing Digital Image Processing : Pattern Recognition
( Feature Extraction and Classification )
15 Technology IV of Remote Sensing Digital Image Processing : Color Transformation
and 3D Reconstruction
16 Applications of Remote Sensing Digital Image Processing