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Contents
Chapter 1 Polarimetric Scattering and SAR Image Information
Scattering Simulation and Reconstruction of a 3-D Complex Target Using Downward-Looking Step-Frequency Radar 3
Postearthquake Building Damage Assessment Using Multi-Mutual Information from Pre-Event Optical Image and Postevent SAR Image 16
Numerical Simulation of Tomographic-SAR Imaging and Object Reconstruction Using Compressive Sensing with L1/2-norm Regularization 21
Automatic Recognition of Isolated Buildings on Single-Aspect SAR Image Using Range Detector 29
Simulation of ISAR Imaging for a Space Target and Reconstruction Under Sparse Sampling via Compressed Sensing 34
Impact of Cross-polarization Isolation on Polarimetric Target Decomposition and Target Detection 44
Imaging and Structural Feature Decomposition of a Complex Target Using Multi-Aspect Polarimetric Scattering 56
Iterative ADMM for Inverse FE¨CBI Problem: A Potential Solution to Radio Tomography of Asteroids 70
Polarimetric¨CAnisotropic Decomposition and Anisotropic Entropies of High-Resolution SAR Images 83
A Preliminary Study on SAR Advanced Information Retrieval and Scene Reconstruction 99
Simulation of Synthetic Aperture Radar Imaging of Dynamic Wakes of Submerged Body 104
A Study of Ship Rotation Effects on SAR Image 114
Target Decomposition and Recognition from Wide-angle SAR Imaging Based on a Gaussian Amplitude-Phase Model 127
Wishart¨CBayesian Reconstruction of Quad-Pol from Compact-Pol SAR Image 140
Polarimetric SAR Image Factorization 145
The Iterative Reweighted Alternating Direction Method of Multipliers for Separating Structural Layovers in SAR Tomography 161
Three-Dimensional Reconstruction from a Multiview Sequence of Sparse ISAR Imaging of a Space Target 166
Ship Wake Components: Isolation£¬ Reconstruction£¬ and Characteristics Analysis in Spectral£¬ Spatial£¬ and TerraSAR-X Image Domains 176
Fast Sparse Spectral Estimation for Super-resolution SAR Sparse Imaging 192
Chapter 2 Artificial Intelligence for Remote Sensing and Target Recognition
Polarimetric SAR Image Classification Using Deep Convolutional Neural Networks 201
Complex-Valued Convolutional Neural Network and Its Application in Polarimetric SAR Image Classification 206
Target Classification Using the Deep Convolutional Networks for SAR Images 217
Radar Image Colorization: Converting Single-Polarization to Fully Polarimetric Using Deep Neural Networks 228
SAR Despeckling Neural Network with Logarithmic Convolutional Product Model 242
A Generalized Gaussian Coherent Scatterer Model for Correlated SAR Texture 265
Multimode Remotely Sensed Intelligent Information and Target Recognition: Physical Intelligence in Microwave Vision 282
Reciprocal Translation between SAR and Optical Remote Sensing Images with Cascaded-Residual Adversarial Networks 291
Chapter 3 Microwave Remote Sensing of Earth
Monitoring and Early Warning the Debris Flow and Landslides Using VHF Radar Pulse Echoes from Layering Land Media 335
Detection of Snow and Frost in Southern China in January 2008 Using AMSR-E Scattering and Polarization Indexes 341
Data Validation of Chinese Microwave FY-3A for Retrieval of Atmospheric Temperature and Humidity Profiles during Phoenix Typhoon£¬ 2008 354
Case Studies of Drought-Flooding Variations for Validating FY-3B/ MWRI Data with Intercalibration of Aqua/AMSR-E 368
A Backscattering Model of Rainfall Over Rough Sea Surface for Synthetic Aperture Radar 376
Information Chain of Fine-Quantitative Remote Sensing based on Scattering£¬ Radiative Transfer and Imaging 388
Asymmetry in Stimulated Emission Polarization and Irregularity Evolution During Ionospheric Electron Gyroharmonic Heating 394
Chapter 4 Microwave Planetary Exploration
Microwave Brightness Temperature of Cratered Lunar Surface and Inversions of the Physical Temperature Profile and Thickness of Regolith Layer 405
Diurnal Physical Temperature at Sinus Iridum Area Retrieved from Observations of Chinese Chang¡¯E-1 Microwave Radiometer 416
Theoretical Modeling£¬ Numerical Simulation£¬ and Retrievals from Chang¡¯E-1 Data for Microwave Exploration of Lunar Surface/Subsurface 426
Diurnal change of MW and IR Thermal Emissions from Lunar Craters with Relevance to Rock Abundance 443
Simulation of Radar Echoes from Mars¡¯ Surface/Subsurface and Inversion of Surface Media Parameters 453
Inversion of Dielectric Properties of the Lunar Regolith Media with Temperature Profiles Using Chang¡¯E Microwave Radiometer Observations 465
Simulation of Multiangular Radar Echoes for Speed Measurement During CE-3 Landing on the Lunar Sinus Iridum Surface 470
Radar Sounder Survey of Seasonal and Diurnal Water Flows on Mars Surface: Simulation and SHARAD Observation 481
Dielectric Inversion of Lunar PSR Media with Topographic Mapping and Comment on ¡°Quantification of Water Ice in the Hermite¡ªA Crater of the Lunar North Pole¡± 486
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