Scatter Matrix Based Domain Adaptation for Bi-Temporal Polarimetric SAR Images

Scatter Matrix Based Domain Adaptation for Bi-Temporal Polarimetric SAR Images

Time series analysis (TSA) based on multi-temporal polarimetric synthetic aperture radar (PolSAR) images can deeply mine the scattering characteristics of objects in different stages and improve the interpretation effect, or help to extract the range of surface changes. However, as far as classifica...

Full description

Bibliographic Details
Main Authors:	Weidong Sun, Pingxiang Li, Bo Du, Jie Yang, Linlin Tian, Minyi Li, Lingli Zhao
Format:	Article
Language:	English
Published:	MDPI AG 2020-02-01
Series:	Remote Sensing
Subjects:	polarimetric sar bi-temporal images transfer learning domain adaptation scatter matrices graph embedding reproducing kernel hilbert spaces dissimilarity measure
Online Access:	https://www.mdpi.com/2072-4292/12/4/658

Similar Items

Polarimetric calibration of SAR images using reflection symmetric targets with low helix scattering
by: Yonglei Chang, et al.
Published: (2021-12-01)

Polarimetric SAR Target Scattering Interpretation in Rotation Domain: Theory and Application
by: Chen Siwei, et al.
Published: (2017-10-01)

Simulation and Analysis of the Fully Polarimetric Scattering Characteristics of Aircraft in UHF Band
by: Lu Dongwei, et al.
Published: (2016-04-01)

Polarimetric Stationarity Omnibus Test (PSOT) for Selecting Persistent Scatterer Candidates with Quad-Polarimetric SAR Datasets
by: Xingjun Luo, et al.
Published: (2020-03-01)

Five-Component Decomposition Methods of Polarimetric SAR and Polarimetric SAR Interferometry Using Coupling Scattering Mechanisms
by: Yu Wang, et al.
Published: (2021-01-01)

Indoor Measurement Research on Polarimetric Scattering Characteristics of UAV
by: Bai Yang, et al.
Published: (2016-12-01)

A Polarimetric Scattering Characteristics-Guided Adversarial Learning Approach for Unsupervised PolSAR Image Classification
by: Hongwei Dong, et al.
Published: (2023-03-01)

Polarimetric Synthetic Aperture Radar Interpretation and Recognition: Advances and Perspectives
by: WANG Xuesong, et al.
Published: (2020-04-01)

A Method for Estimating the Polarimetric Scattering Matrix of Moving Target for Simultaneous Fully Polarimetric Radar
by: Fulai Wang, et al.
Published: (2018-05-01)

Polarimetric Imaging Through Scattering Media: A Review
by: Xiaobo Li, et al.
Published: (2022-03-01)

Scattering Mechanism Identification Based on Polarimetric HRRP of Manmade Target
by: Wu Jiani, et al.
Published: (2016-04-01)

Blocky Diagonalized Scattering Matrices in Chaotic Scattering with Direct Processes
by: Felipe Castañeda-Ramírez, et al.
Published: (2022-12-01)

A representation for a weighted L2 space
by: Martha Guzman-Partida, et al.
Published: (2017-08-01)

Reproducing kernel Hilbert space method for solutions of a coefficient inverse problem for the kinetic equation
by: Esra Karatas Akgül
Published: (2018-04-01)

Polarimetric Model-Based Decomposition with Refined Double-Bounce Orientation Angle and Scattering Model
by: Guoqing Wu, et al.
Published: (2021-08-01)

Regularized RKHS-Based Subspace Learning for Motor Imagery Classification
by: Linzhi Jiang, et al.
Published: (2022-01-01)

A Hybrid Polarimetric Target Decomposition Algorithm with Adaptive Volume Scattering Model
by: Xiujuan Li, et al.
Published: (2022-05-01)

Conditional mean embedding and optimal feature selection via positive definite kernels
by: Palle E.T. Jorgensen, et al.
Published: (2023-10-01)

Effect of Beam Scanning on Target Polarization Scattering Matrix Observed by Fully Polarimetric Phased-array Radar
by: Li Mianquan, et al.
Published: (2016-04-01)

Polarimetric Calibration Technique for a Fully Polarimetric Entomological Radar Based on Antenna Rotation
by: Teng Yu, et al.
Published: (2022-03-01)

Classification of Biological Scatters Using Polarimetric Weather Radar
by: Cheng Hu, et al.
Published: (2024-01-01)

Polarimetric SAR Ship Detection Based on Polarimetric Rotation Domain Features and Superpixel Technique
by: Xingchao CUI, et al.
Published: (2021-02-01)

New Numerical Method for Solving Tenth Order Boundary Value Problems
by: Ali Akgül, et al.
Published: (2018-11-01)

Segmentation of multi-temporal polarimetric SAR data based on mean-shift and spectral graph partitioning
by: Caiqiong Wang, et al.
Published: (2022-01-01)

Generalized Polarimetric Dehazing Method Based on Low-Pass Filtering in Frequency Domain
by: Jian Liang, et al.
Published: (2020-03-01)

Are Indices of Polarimetric Purity Excellent Metrics for Object Identification in Scattering Media?
by: Xiaobo Li, et al.
Published: (2022-08-01)

Scattering Feature-Driven Superpixel Segmentation for Polarimetric SAR Images
by: Sinong Quan, et al.
Published: (2021-01-01)

PolSAR Ship Detection with Optimal Polarimetric Rotation Domain Features and SVM
by: Haoliang Li, et al.
Published: (2021-09-01)

Reproducing Kernel Hilbert Spaces of Smooth Fractal Interpolation Functions
by: Dah-Chin Luor, et al.
Published: (2023-04-01)

Nonlinear Dimensionality Reduction Based on HSIC Maximization
by: Zhengming Ma, et al.
Published: (2018-01-01)

Polarimetric SAR Terrain Classification Using Polarimetric Features Derived from Rotation Domain
by: Tao Chensong, et al.
Published: (2017-10-01)

Seven-Component Decomposition Using Refined Volume Scattering Models and New Configurations of Mixed Dipoles
by: Yu Wang, et al.
Published: (2020-01-01)

Fully polarimetric synthetic aperture radar data classification using probabilistic and non-probabilistic kernel methods
by: Iman Khosravi, et al.
Published: (2021-01-01)

Representing Functions in <i>H</i><sup>2</sup> on the Kepler Manifold via WPOAFD Based on the Rational Approximation of Holomorphic Functions
by: Zeyuan Song, et al.
Published: (2022-08-01)

Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator
by: Stefan Klus, et al.
Published: (2020-06-01)

A method for approximate missing data from data error measured with l  norm
by: Benjawan Rodjanadid, et al.
Published: (2021-06-01)

Estimation and Removing of Anisotropic Scattering for Multiaspect Polarimetric SAR Image
by: Li Yang, et al.
Published: (2015-06-01)

Radiometric and Polarimetric Quality Validation of Gaofen-3 over a Five-Year Operation Period
by: Le Yang, et al.
Published: (2023-03-01)

Measurement Modeling and Performance Analysis of a Bionic Polarimetric Imaging Navigation Sensor Using Rayleigh Scattering to Generate Scattered Sunlight
by: Zhenhua Wan, et al.
Published: (2024-01-01)

Orthogonal Scattering Model-Based Three-Component Decomposition of Polarimetric SAR Data
by: Wentao Han, et al.
Published: (2022-09-01)