| Presentation | 2017-03-13 Singular-point compensation in Polarimetric-Interferometric Synthetic aperture radar systems Kohei Oyama, Akira Hirose, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In interferogram obtained by interferometric synthetic aperture radar, there are many singular points (SPs) which make it difficult to generate accurate digital elevation model. This paper proposes a filtering method to adaptively compensate SPs by using polarization and phase information around the SPs. In order to handle polarization and phase information simultaneously, we define phasor quaternion (PQ) by combining quaternion number and complex number, thereby we construct the theory of phasor quaternion neural networks (PQNNs). The proposed PQNN filter compensates SPs effectively. In particular, it realizes stably accurate compensation even in situations where conventional methods deteriorate in their performance. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Polarimetric interferometric synthetic aperture radar / phase singular point / complex-valued neural network / quaternion neural network / digital elevation model |
| Paper # | NC2016-79 |
| Date of Issue | 2017-03-06 (NC) |
| Conference Information | |
| Committee | MBE / NC |
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| Conference Date | 2017/3/13(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yutaka Fukuoka(Kogakuin Univ.) / Shigeo Sato(Tohoku Univ.) |
| Vice Chair | Kazuki Nakajima(Univ. of Toyama) / Masafumi Hagiwara(Keio Univ.) |
| Secretary | Kazuki Nakajima(Kogakuin Univ.) / Masafumi Hagiwara(Toyama Pref. Univ.) |
| Assistant | Ryota Horie(Shibaura Inst. of Tech.) / Kim Juhyon(Univ. of Toyama) / Hisanao Akima(Tohoku Univ.) / Yoshihisa Shinozawa(Keio Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Singular-point compensation in Polarimetric-Interferometric Synthetic aperture radar systems |
| Sub Title (in English) | |
| Keyword(1) | Polarimetric interferometric synthetic aperture radar |
| Keyword(2) | phase singular point |
| Keyword(3) | complex-valued neural network |
| Keyword(4) | quaternion neural network |
| Keyword(5) | digital elevation model |
| 1st Author's Name | Kohei Oyama |
| 1st Author's Affiliation | Tokyo University(Tokyo Univ.) |
| 2nd Author's Name | Akira Hirose |
| 2nd Author's Affiliation | Tokyo University(Tokyo Univ.) |
| Date | 2017-03-13 |
| Paper # | NC2016-79 |
| Volume (vol) | vol.116 |
| Number (no) | NC-521 |
| Page | pp.pp.91-96(NC), |
| #Pages | 6 |
| Date of Issue | 2017-03-06 (NC) |