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Paper Abstract and Keywords
Presentation 2015-03-16 10:30
Adaptive land classification by two-stage clustering in satellite-borne polarimetric synthetic aperture radar images
Yuto Takizawa (UT), Fang Shang (UEC), Akira Hirose (UT) MBE2014-162 NC2014-113
Abstract (in Japanese) (See Japanese page) 
(in English) We have been investigating possible methods to extract useful information from full polarimetric observation data of synthetic aperture radar.
We propose self-organizing adaptive classification based on the distribution and dispersion of Poincare sphere parameters representing the state of polarization by using a self-organizing map. We employ two-stage clustering to realize the classification. Experimental results demonstrate its capability of self-organizing and discovering classification dependent on the scattering features according to the land conditions.
Keyword (in Japanese) (See Japanese page) 
(in English) self-organizing map / synthetic aperture radar / Stokes vector / subspace condition-product clustering / / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 515, NC2014-113, pp. 253-258, March 2015.
Paper # NC2014-113 
Date of Issue 2015-03-09 (MBE, NC) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF MBE2014-162 NC2014-113

Conference Information
Committee NC MBE  
Conference Date 2015-03-16 - 2015-03-17 
Place (in Japanese) (See Japanese page) 
Place (in English) Tamagawa University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) ME, etc 
Paper Information
Registration To NC 
Conference Code 2015-03-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Adaptive land classification by two-stage clustering in satellite-borne polarimetric synthetic aperture radar images 
Sub Title (in English)  
Keyword(1) self-organizing map  
Keyword(2) synthetic aperture radar  
Keyword(3) Stokes vector  
Keyword(4) subspace condition-product clustering  
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1st Author's Name Yuto Takizawa  
1st Author's Affiliation The University of Tokyo (UT)
2nd Author's Name Fang Shang  
2nd Author's Affiliation The University of Electro-Communications (UEC)
3rd Author's Name Akira Hirose  
3rd Author's Affiliation The University of Tokyo (UT)
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Speaker Author-1 
Date Time 2015-03-16 10:30:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # MBE2014-162, NC2014-113 
Volume (vol) vol.114 
Number (no) no.514(MBE), no.515(NC) 
Page pp.253-258 
#Pages 6 
Date of Issue 2015-03-09 (MBE, NC) 

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