| Presentation | 2019-03-05 Application of phase information and complex-valued self-organizing map for C-scan analysis in radar imaging Soshi Shimomura, Akira Hirose, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose an adaptive subsurface three-dimensional visualization system based on a complex-valued self-organizing map (CSOM) to deal with time-domain phase information. Conventionally phase information of time domain is regarded as meaningless in radar processing. We think that amplitude information of time domain presents the position of targets and phase information depends on kinds of scatterers. In this paper, we show time-domain phase information is very valid for clustering of targets. We succeeded in clustering adaptively targets by employing complex-valued self-organizing map. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Ground penetrating radar (GPR) / complex-valued self-organizing map (CSOM) / radar imaging / cubic scan (C-scan) |
| Paper # | NC2018-69 |
| Date of Issue | 2019-02-25 (NC) |
| Conference Information | |
| Committee | NC / MBE |
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| Conference Date | 2019/3/4(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | University of Electro Communications |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yutaka Hirata(Chubu Univ.) / Masaki Kyoso(TCU) |
| Vice Chair | Hayaru Shouno(UEC) / Taishin Nomura(Osaka Univ.) |
| Secretary | Hayaru Shouno(Nagoya Univ.) / Taishin Nomura(NAIST) |
| Assistant | Keiichiro Inagaki(Chubu Univ.) / Takashi Shinozaki(NICT) / Takumi Kobayashi(YNU) / Ｙａｓｕｙｕｋｉ Ｓｕｚｕｋｉ(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Neurocomputing / Technical Committee on ME and Bio Cybernetics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Application of phase information and complex-valued self-organizing map for C-scan analysis in radar imaging |
| Sub Title (in English) | |
| Keyword(1) | Ground penetrating radar (GPR) |
| Keyword(2) | complex-valued self-organizing map (CSOM) |
| Keyword(3) | radar imaging |
| Keyword(4) | cubic scan (C-scan) |
| 1st Author's Name | Soshi Shimomura |
| 1st Author's Affiliation | The university of Tokyo(UTokyo) |
| 2nd Author's Name | Akira Hirose |
| 2nd Author's Affiliation | The university of Tokyo(UTokyo) |
| Date | 2019-03-05 |
| Paper # | NC2018-69 |
| Volume (vol) | vol.118 |
| Number (no) | NC-470 |
| Page | pp.pp.133-137(NC), |
| #Pages | 5 |
| Date of Issue | 2019-02-25 (NC) |