| Presentation | 2015-03-16 Adaptive land classification by two-stage clustering in satellite-borne polarimetric synthetic aperture radar images Yuto TAKIZAWA, Shang FANG, Akira HIROSE, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Self-organizing map / synthetic aperture radar / Stokes vector / subspace condition-product clustering |
| Paper # | MBE2014-162,NC2014-113 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2015/3/9(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| 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 |
| 1st Author's Name | Yuto TAKIZAWA |
| 1st Author's Affiliation | Department of Electrical Engineering and Information Systems, The University of Tokyo() |
| 2nd Author's Name | Shang FANG |
| 2nd Author's Affiliation | Department of Mechanical Engineering and Intelligent Systems, The University of Electro-Communications |
| 3rd Author's Name | Akira HIROSE |
| 3rd Author's Affiliation | Department of Electrical Engineering and Information Systems, The University of Tokyo |
| Date | 2015-03-16 |
| Paper # | MBE2014-162,NC2014-113 |
| Volume (vol) | vol.114 |
| Number (no) | 515 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |