Part Ⅰ The System and the Overall Processing Foundation 1 Overview of Remote Sensing Digital Image Processing 1.1 Remote Sensing Systems 1.1.1 Remote Sensing Information Acquisition Systems 1.1.2 Remote Sensing Digital Image Processing Systems 1.2 Remote Sensing Digital Images 1.2.1 Concept of Remote Sensing Digital Images 1.2.2 Characteristics of Remote Sensing Digital Images 1.2.3 Resolution Characteristics of Remote SensingDigital Images 1.2.4 Format of Remote Sensing Digital Image 1.3 Remote Sensing Digital Image Processing 1.3.1 Remote Sensing Digital Image Processing Method 1.3.2 Inversion of Remote Sensing Digital Images 1.4 Framework of This Book References 2 System Support Conditions for Remote Sensing Digital Image Processing and Analysis 2.1 Digital Image Sensors 2.1.1 CCD Image Sensor 2.1.2 CMOS Image Sensor 2.1.3 Comparison of CMOS and CCD Image Sensors 2.2 Digital Image Input 2.2.1 Principle of Image Digitization 2.2.2 Digital Image Instruments 2.2.3 r Correction 2.2.4 Point Spread Function 2.2.5 Modulation Transfer Function 2.3 Digital Image Display 2.3.1 Display Characteristics 2.3.2 Low-Frequency Response 2.3.3 High-Frequency Response 2.4 Remote Sensing Image Processing Software and Design 2.4.1 Commonly Used Remote Sensing Image Processing Software 2.4.2 Design of Remote Sensing Digital Image Processing Software 2.4.3 Example of Image Processing Software 2.5 Summary References 3 Mathematical Basis for the Overall Processing and Analysis of Remote Sensing Digital Images 3.1 Grayscale Histograms and Probability 3.1.1 Probability Density of the Histogram 3.1.2 Histogram Applications 3.2 Point Operations and Function Transformation 3.2.1 Types and Characteristics of Point Operations 3.2.2 Function Transformation of Point Operations 3.2.3 Applications of Point Operations 3.3 Algebraic Operations and Convolution 3.3.1 Addition Operations 3.3.2 Subtraction Operations
3.4.1 Methods to Implement Geometric Operations 3.4.2 Spatial Transformation 3.4.3 Grayscale Level Interpolation 3.4.4 Matrix of Geometric Operations 3.4.5 Applications of Geometric Operations 3.5 Summary References 4 Physical Foundation and Global Analysis of Remote Sensing Digital Images 4.1 Model of an Imaging System and Propagation of Light Waves 4.1.1 Black-Box Model of Optical Imaging System 4.1.2 The Huygens Principle of Light Wave Propagation 4.1.3 Fresnel Approximation 4.1.4 Abbe Principle of Image Formation and Spatial Filtering 4.2 Transfer Function of an Optical System 4.2.1 Optical Imaging System Under the Diffraction …… Part Ⅱ Pixel Processing Theory and Methods Part Ⅲ Technology and Application
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