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A Study on feature extraction from Land Date acquired by Spaceborne Polarimetric Synthetic Aperture Radar

Research Project

Project/Area Number 20760267
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Measurement engineering
Research InstitutionNagasaki University

Principal Investigator

MORIYAMA Toshifumi  Nagasaki University, 工学部, 助教 (20452873)

Project Period (FY) 2008 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2009: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2008: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords合成開口レーダ / 偏波 / 独立成分分析 / 偏波校正 / 散乱行列分解 / 遺伝的アルゴリズム / 偏波間相関係数 / PSO
Research Abstract

This research deals with the feature extraction from land data acquired by spaceborne polarimetric synthetic aperture radar (POLSAR). In order to analyze polarimetric data, PALSAR data is used. PALSAR was the first spaceborne POLSAR in the world. In this research, I considered three subjects. First, I developed new polarimetric calibration method for spaceborne POLSAR data. Since the evolutional technique, e.g. Genetic Algorithm (GA) and Particle Swarm Optimization, the reciprocity and a polarimetric scattering property of urban area are used, the polarimetric calibration experiment can be carried out in the urban area. Next, I examined the independent component analysis (ICA) to analyze polarimetric data. In this case, I used the amplitude data only. However, it was difficult to get clear features of land area from ICA data. Finally, I considered the scattering component decomposition technique with polarization orientation angle shifts. This approach could show the difference between urban area and natural area.

Report

(3 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • Research Products

    (12 results)

All 2010 2009 2008 Other

All Presentation (11 results) Remarks (1 results)

  • [Presentation] SAR偏波データの校正と解析について2010

    • Author(s)
      森山敏文
    • Organizer
      平成21年度東北大学電気通信研究所共同プロジェクト研究会「民生用合成開口レーダ(SAR)システム開発の課題と展望」
    • Place of Presentation
      仙台
    • Related Report
      2009 Final Research Report
  • [Presentation] Calibration of Spaceborne Polarimetric SAR Data Using a Genetic Algorithm2009

    • Author(s)
      森山敏文
    • Organizer
      IEEE International Geoscience and Remote Sensing Symposium 2009
    • Place of Presentation
      University of Cape Town, Cape Town, 南アフリカ
    • Year and Date
      2009-07-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] Calibration of spaceborne polarimetric SAR data using a genetic algorithm2009

    • Author(s)
      Toshifumi Moriyama
    • Organizer
      IEEE Geoscience and Remote Sensing Symposium 2009
    • Place of Presentation
      Cape town (South Afirca)
    • Related Report
      2009 Final Research Report
  • [Presentation] ポラリメトリックs arへのpsoの適用2009

    • Author(s)
      森山敏文, 大橋淳
    • Organizer
      SAR Workshop 2009
    • Place of Presentation
      東京
    • Related Report
      2009 Final Research Report
  • [Presentation] A Study on Polarimetric Calibration of Spaceborne Polarimetric Synthetic Aperture Radar Using GA2009

    • Author(s)
      Jun Ohashi, Toshifumi Moriyama, Toshiyuki Tanaka
    • Organizer
      第62回電気関係学会九州支部連合大会
    • Place of Presentation
      福岡
    • Related Report
      2009 Final Research Report
  • [Presentation] 遺伝的アルゴリズムを用いた衛星搭載SARの偏波校正2008

    • Author(s)
      森山敏文
    • Organizer
      日本リモートセンシング学会第45回学術講演会
    • Place of Presentation
      北海道情報大学
    • Year and Date
      2008-12-05
    • Related Report
      2008 Annual Research Report
  • [Presentation] Calibration of Spaceborne Polarimetric SAR Data Using a Genetic Algol ithm2008

    • Author(s)
      森山敏文
    • Organizer
      Workshop for Space, Aeronautical and Navigation al Electronics 2008 (WSANE2008)
    • Place of Presentation
      Ba-Da-Guan Hotel, 青島・中国
    • Year and Date
      2008-11-28
    • Related Report
      2008 Annual Research Report
  • [Presentation] Calibration of Polarimetric SAR Data Subject to Faraday Rotation Usin a a Genetic Algorithm2008

    • Author(s)
      森山敏文
    • Organizer
      International Symposium on Antennas and Propa gation 2008 (ISAP2008)
    • Place of Presentation
      Taipei International convention Center,台北・台湾
    • Year and Date
      2008-10-27
    • Related Report
      2008 Annual Research Report
  • [Presentation] Calibration of Polarimetric SAR Data Subject to Faraday rotation Using a Genetic Algorithm2008

    • Author(s)
      Toshifumi Moriyama
    • Organizer
      International Symposium on Antennas and Propagation 2008
    • Place of Presentation
      Taipei(Taiwan)
    • Related Report
      2009 Final Research Report
  • [Presentation] Calibration of Spaceborne Polarimetric SAR Data Using a Genetic Algorithm2008

    • Author(s)
      Toshifumi Moriyama
    • Organizer
      Workshop for Space, Aeronautical and Navigational Electronics 2008
    • Place of Presentation
      Qingdao(P.R. China)
    • Related Report
      2009 Final Research Report
  • [Presentation] 遺伝的アルゴリズムを用いた衛星搭載SARの偏波校正2008

    • Author(s)
      森山敏文
    • Organizer
      第45回(平成20年度秋季)日本リモートセンシング学会学術講演会講演集
    • Place of Presentation
      北海道
    • Related Report
      2009 Final Research Report
  • [Remarks]

    • URL

      http://www.eee.nagasaki-u.ac.jp/~emlab/study/staff/moriyama/

    • Related Report
      2009 Final Research Report

URL: 

Published: 2008-04-01   Modified: 2016-04-21  

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