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  1. 060 工学部
  2. 10 学術雑誌論文
  3. 10 査読済論文
  1. 0 資料タイプ別
  2. 01 学術雑誌論文

Model-based target classification using polarimetric similarity with coherency matrix elements

http://hdl.handle.net/10191/51113
http://hdl.handle.net/10191/51113
9291a39b-523d-4b5b-8e7c-e9eea0aa90f4
名前 / ファイル ライセンス アクション
8(3)_73-80.pdf 8(3)_73-80.pdf (4.1 MB)
Item type 学術雑誌論文 / Journal Article(1)
公開日 2019-06-06
タイトル
タイトル Model-based target classification using polarimetric similarity with coherency matrix elements
言語
言語 eng
キーワード
主題Scheme Other
主題 polarimetric synthetic aperture radar
キーワード
主題Scheme Other
主題 polarimetric similarity
キーワード
主題Scheme Other
主題 coherency matrix
キーワード
主題Scheme Other
主題 PolSAR terrain classification
資源タイプ
資源 http://purl.org/coar/resource_type/c_6501
タイプ journal article
著者 Umemura, Maito

× Umemura, Maito

WEKO 175338

Umemura, Maito

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Yamaguchi, Yoshio

× Yamaguchi, Yoshio

WEKO 19

Yamaguchi, Yoshio

Search repository
Yamada, Hiroyoshi

× Yamada, Hiroyoshi

WEKO 50

Yamada, Hiroyoshi

Search repository
抄録
内容記述タイプ Abstract
内容記述 Polarimetric similarity is a parameter for measuring the similarity between two scattering mechanisms. In this paper, we propose a novel model-based target classification technique using a compensated polarimetric similarity parameter between two coherency matrices. In general, the ensemble average coherency matrix elements have magnitude imbalance, thus the contribution degree to the polarimetric similarity differs for each element. We illustrate how to compensate the contribution degree, and then the proposed method is tested on L-band fully polarimetric ALOS-2/PALSAR-2 data sets by using 4 theoretical scattering models (surface scattering, double-bounce scattering, volume scattering, and 22.5゚ oriented dihedral scattering). The classification results show that the new compensation scheme serves to better classification.
書誌情報 IEICE Communications Express
en : IEICE Communications Express

巻 8, 号 3, p. 73-80, 発行日 2019-03
出版者
出版者 The Institute of Electronics, Information and Communication Engineers
ISSN
収録物識別子タイプ ISSN
収録物識別子 21870136
DOI
識別子タイプ DOI
関連識別子 info:doi/10.1587/comex.2018XBL0152
権利
権利情報 Copyright(C)2019 IEICE
権利
権利情報 本文データは学協会の許諾に基づきJ-Stageから複製したものである
著者版フラグ
値 publisher
異版である
関連タイプ isVersionOf
識別子タイプ URI
関連識別子 https://www.jstage.jst.go.jp/
異版である
関連タイプ isVersionOf
識別子タイプ URI
関連識別子 http://www.ieice.org/jpn/trans_online/
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