EXPLORING NOVEL SCATTERING INFORMATION FROM POLARIMETRIC SAR DATA

被引:0
|
作者
Bhattacharya, Avik [1 ]
Verma, Abhinav [1 ]
Dey, Subhadip [2 ]
Frery, Alejandro C. [3 ]
Marino, Armando [4 ]
机构
[1] Indian Inst Technol, Microwave Remote Sensing Lab MRSLab, Mumbai, Maharashtra, India
[2] Indian Inst Technol Kharagpur, Dept Agr & Food Engn, Kharagpur, W Bengal, India
[3] Victoria Univ Wellington, Sch Math & Stat, Wellington, New Zealand
[4] Univ Stirling, Dept Biol & Environm Sci, Stirling, Scotland
来源
IGARSS 2024-2024 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, IGARSS 2024 | 2024年
关键词
Polarimetry; scattering-type; scattering asymmetry; scattering purity; scattering complexity; DECOMPOSITION;
D O I
10.1109/IGARSS53475.2024.10642009
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
This paper explores four distinct target descriptors derived from full-polarimetric Synthetic Aperture Radar (SAR) data. Initially, we define a 2 x 1 real positive target vector by leveraging the mean and standard deviation of complex eigenvalues extracted from the 2 x 2 Sinclair matrix. This vector is the basis for two innovative parameters: 1) the scattering-type parameter, and 2) the scattering asymmetry parameter. Furthermore, we introduce the scattering purity and complexity parameters derived from the mean and standard deviation of the real positive eigenvalues of a Hermitian positive semi-definite 3 x 3 coherency (covariance) matrix. We highlight the efficacy of these parameters by conducting an experimental analysis with several canonical targets. Subsequently, we investigate their performance by thoroughly examining Radarsat-2 full-polarimetric SAR data.
引用
收藏
页码:2781 / 2784
页数:4
相关论文
共 50 条
  • [1] Exploring PAZ co-polarimetric SAR data for surface movement mapping and scattering characterization
    Chang, Ling
    Stein, Alfred
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 96
  • [2] INFORMATION EXTRACTION BY BLIND SOURCE SEPARATION FROM POLARIMETRIC SAR DATA
    Pralon, Leandro
    Vasile, Gabriel
    Dalla-Mura, Mauro
    Chanussot, Jocelyn
    2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2017, : 5326 - 5329
  • [3] Novel Model-Based Method for Identification of Scattering Mechanisms in Polarimetric SAR Data
    Yin, Junjun
    Moon, Wooil M.
    Yang, Jian
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 54 (01): : 520 - 532
  • [4] CALIBRATION OF STOKES AND SCATTERING MATRIX FORMAT POLARIMETRIC SAR DATA
    FREEMAN, A
    VANZYL, JJ
    KLEIN, JD
    ZEBKER, HA
    SHEN, Y
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1992, 30 (03): : 531 - 539
  • [5] A three-component scattering model for polarimetric SAR data
    Freeman, A
    Durden, SL
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1998, 36 (03): : 963 - 973
  • [6] Fitting a two-component scattering model to polarimetric SAR data from forests
    Freeman, Anthony
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2007, 45 (08): : 2583 - 2592
  • [7] Polarimetric scattering indexes and information entropy of the SAR imagery for surface monitoring
    Jin, YQ
    Chen, F
    MICROWAVE REMOTE SENSING OF THE ATMOSPHERE AND ENVIRONMENT III, 2003, 4894 : 495 - 502
  • [8] Polarimetric scattering indexes and information entropy of the SAR imagery for surface classification
    Jin, YQ
    Chen, F
    IGARSS 2002: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM AND 24TH CANADIAN SYMPOSIUM ON REMOTE SENSING, VOLS I-VI, PROCEEDINGS: REMOTE SENSING: INTEGRATING OUR VIEW OF THE PLANET, 2002, : 2708 - 2710
  • [9] Polarimetric scattering indexes and information entropy of the SAR imagery for surface monitoring
    Jin, YQ
    Chen, F
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2002, 40 (11): : 2502 - 2506
  • [10] Advanced polarimetric SAR data classification for cartographic information extraction
    Buchroithner, MF
    Kraetzschmar, E
    Hellmann, M
    REMOTE SENSING IN THE 21ST CENTURY: ECONOMIC AND ENVIRONMENTAL APPLICATIONS, 2000, : 533 - 539