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SAR图像统计建模：模型及应用 - 高贵等
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Chapter 4 Statistical Modeling of Multi-Channel SAR Images

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2024-04-30 07:49:54
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  • 封面
  • 版权信息
  • 致读者
  • 国防科技图书出版基金第七届评审委员会组成人员
  • Foreword
  • Chapter 1 Overview for Statistical Modeling of SAR Images
    • 1.1 Introduction
    • 1.2 Model Classification and Research Contents
    • 1.3 Statistical models
    • 1.4 Classification of parametric models
    • 1.5 The Relationship Among The Major Models and Their Applications
    • 1.6 Discussion of Future Work
    • 1.7 Conclusions
    • References
  • Chapter 2 Statistical Modeling of Single-Channel SAR Images
    • 2.1 Modeling SAR Images Based on A Generalized Gamma Distribution for Texture Component
    • 2.2 An Empirical Distribution for Characterizing the Statistical Properties of SAR Clutter
    • 2.3 An Improved Scheme for Parameter Estimation of G0 Distribution Model in High-Resolution SAR Images
    • 2.4 Conclusions
    • References
  • Chapter 3 Target Detection and Terrain Classification of Single-Channel SAR Images
    • 3.1 A CFAR Detection Algorithm for Generalized Gamma Distributed Background in High-Resolution SAR Images
    • 3.2 A Parzen Window Kernel Based CFAR Algorithm for Ship Detection in SAR Images
    • 3.3 A Markovian classification method for urban areas in High-resolution SAR images
    • 3.4 Conclusion
    • References
  • Chapter 4 Statistical Modeling of Multi-Channel SAR Images
    • 4.1 Introduction
    • 4.2 Normalized Interferogram
    • 4.3 The Joint Distribution
    • 4.4 The Proposed Distribution for Interferogram's Magnitude of Homogenous Clutter
    • 4.5 Statistics of Multilook SAR Interferogram for In-homogeneous Clutter Based on ΓIn
    • References
  • Chapter 5 Target Detection of Multi-Channel SAR Images
    • 5.1 Introduction
    • 5.2 The IMP Metric
    • 5.3 Statistical Distribution Model of IMP Metric
    • 5.4 CFAR Detection
    • 5.5 Conclusion
    • References
  • Chapter 6 Statistical Modeling and Target Detection of PolSAR Images
    • 6.1 Introduction
    • 6.2 Multiplicative Model for Covariance Matrix
    • 6.3 Statistical Modeling of PolSAR Images with Generalized Gamma Distribution for Backscatter
    • 6.4 Experimental Results and Discussions
    • 6.5 Ship Detection in High-Resolution Dual Polarization SAR Amplitude Images
    • References
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