WISHART SUPERVISED CLASSIFICATION RESULTS OF C-BAND POLARIMETRIC GB-SAR IMAGE DATA

被引：5
|
作者：
Kang, Moon-Kyung [1 ]
Kim, Kwang-Eun [1 ]
Cho, Seong-Jun [1 ]
Lee, Hoonyol [2 ]
Lee, Jae-Hee [1 ]
机构：
[1] Korea Inst Geosci & Mineral Resources, Taejon, South Korea
[2] Kangwon Natl Univ, Chunchon, South Korea
来源：
2011 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2011年
关键词：
GB-SAR; polarimetric SAR; Wisahrt supervised classification;
D O I：
10.1109/IGARSS.2011.6049164
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
The objective of this paper is a classification and analysis of a fully polarimetric ground based synthetic aperture radar (GB-SAR) image to discriminate the different terrain media. Wishart supervised classification method was applied to classify the fully polarimetric GB-SAR data and the refined Lee filter for reducing a speckle noise. We discussed about the classification results of the obtained GB-SAR.
引用
收藏
页码：459 / 462
页数：4
相关论文
共 50 条
  • [1] Preliminary Results of Polarimetric Characteristics for C-band Quad-Polarization GB-SAR Images Using H/A/alpha Polarimetric Decomposition Theorem
    Kang, Moon-Kyung
    Kim, Kwang-Eun
    Lee, Hoonyol
    Cho, Seong-Jun
    Lee, Jae-Hee
    [J]. KOREAN JOURNAL OF REMOTE SENSING, 2009, 25 (06) : 531 - 546
  • [2] Polarimetric classification of C-band SAR data for forest density characterization
    Varghese, A. O.
    Joshi, A. K.
    [J]. CURRENT SCIENCE, 2015, 108 (01): : 100 - 106
  • [3] An Experimental Assessment of Polarimetric L-band Backscattering Using GB-SAR Data
    Demirci, Sevket
    Yilmaz, Betul
    Gokkan, Serhat
    Isiker, Hakan
    Ozdemir, Caner
    [J]. 2018 PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM (PIERS-TOYAMA), 2018, : 1453 - 1456
  • [4] COMPARISON OF C-BAND AND X-BAND POLARIMETRIC SAR DATA FOR RIVER ICE CLASSIFICATION ON THE PEACE RIVER
    Los, H.
    Osinska-Skotak, K.
    Pluto-Kossakowska, J.
    Bernier, M.
    Gauthier, Y.
    Jasek, M.
    Roth, A.
    [J]. XXIII ISPRS CONGRESS, COMMISSION VII, 2016, 41 (B7): : 543 - 548
  • [5] CROP CLASSIFICATION FROM C-BAND POLARIMETRIC RADAR DATA
    FOODY, GM
    MCCULLOCH, MB
    YATES, WB
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 1994, 15 (14) : 2871 - 2885
  • [6] Polarimetric SAR Image Classification Using a Wishart Test Statistic and a Wishart Dissimilarity Measure
    Sun, Weidong
    Li, Pingxiang
    Yang, Jie
    Zhao, Lingli
    Li, Minyi
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 14 (11) : 2022 - 2026
  • [7] Assessment of the X- and C-Band Polarimetric SAR Data for Plastic-Mulched Farmland Classification
    Liu, Chang-An
    Chen, Zhongxin
    Wang, Di
    Li, Dandan
    [J]. REMOTE SENSING, 2019, 11 (06)
  • [8] MULTI-BAND SUPERVISED CLASSIFICATION FOR POLARIMETRIC SAR
    Dupuis, Xavier
    Wasik, Valentine
    Alakian, Alexandre
    Dubucq, Dominique
    [J]. 2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 5772 - 5775
  • [9] Supervised Graph Embedding for Polarimetric SAR Image Classification
    Shi, Lei
    Zhang, Lefei
    Yang, Jie
    Zhang, Liangpei
    Li, Pingxiang
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2013, 10 (02) : 216 - 220
  • [10] The sensitivity of C-Band polarimetric SAR to crop condition
    McNairn, H
    Decker, V
    Murnaghan, K
    [J]. 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, : 1471 - 1473
12345