| Presentation | 2015-11-26 [Special Talk] Advanced Neural Adaptive Processing in Interferometric and Polarimetric Radar Imaging Akira Hirose, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This special talk, given in part as IEEE Geoscience and Remote Sensing Society (GRSS) local-language Distinguished Lecturer Program (DLP) and IEEE GRSS All Japan Chapter Annual Meeting Talk, presents fundamental ideas of neural-network adaptive processing in interferometric synthetic aperture radar (InSAR) and polarimetric SAR (PolSAR) by showing recent development at the authors research group. Though the advantage covers a wide technological range, we concentrate upon the complex-valued Markov random field model (CMRF) filter in InSAR in this proceeding. Other applications are found in the literature cited here in this article. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Singular point / phase unwrapping / InSAR / Markov random field / image filtering |
| Paper # | SANE2015-64 |
| Date of Issue | 2015-11-19 (SANE) |
| Conference Information | |
| Committee | SANE |
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| Conference Date | 2015/11/26(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tohoku University, Katahira Sakura Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | The 13th workshop on subsurface electromagnetic measurement |
| Chair | Hirokazu Kobayashi(Osaka Inst. of Tech.) |
| Vice Chair | Masanobu Tsuji(JAXA) / Takahide Mizuno(JAXA) |
| Secretary | Masanobu Tsuji(Univ. of Electro-Comm.) / Takahide Mizuno(JAXA) |
| Assistant | Yasushi Obata(Mitsubishi Electric) / Atsushi Kezuka(ENRI) |
| Paper Information | |
| Registration To | Technical Committee on Space, Aeronautical and Navigational Electronics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Special Talk] Advanced Neural Adaptive Processing in Interferometric and Polarimetric Radar Imaging |
| Sub Title (in English) | |
| Keyword(1) | Singular point |
| Keyword(2) | phase unwrapping |
| Keyword(3) | InSAR |
| Keyword(4) | Markov random field |
| Keyword(5) | image filtering |
| 1st Author's Name | Akira Hirose |
| 1st Author's Affiliation | The University of Tokyo(Tokyo Univ.) |
| Date | 2015-11-26 |
| Paper # | SANE2015-64 |
| Volume (vol) | vol.115 |
| Number (no) | SANE-325 |
| Page | pp.pp.1-6(SANE), |
| #Pages | 6 |
| Date of Issue | 2015-11-19 (SANE) |