| Presentation | 2021-02-18 Position Specifiable Interpolation GAN for Interpolation of Ground Penetrating Radar Images Kaito Tokushige, Yasushi Kanazawa, Jun Sonoda, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | By using ground penetrating radar, we can do nondestructive check the inside condition of the ground or a structure as an image. Since this image shows only the cross-sectional information under the measurement lines, we need to measure on many lines for checking detailed 3-D information of the inside. In this study, we propose an interpolation method for such a penetrating radar image for showing a dense information of the inside. Here, we adopt GAN for the interpolation. The proposed GAN can generate multiple internal images using the label corresponding to the interpolate position. We show the effectiveness of our method by showing several experimental results with simulated and real images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Interpolation / Ground penetrating radar image / GAN / Visualization |
| Paper # | SANE2020-65 |
| Date of Issue | 2021-02-11 (SANE) |
| Conference Information | |
| Committee | SANE / SAT |
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| Conference Date | 2021/2/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Satellite technology, etc. |
| Chair | Akitsugu Nadai(NICT) / Hisashi Sujikai(NHK) |
| Vice Chair | Hiroyoshi Yamada(Niigata Univ.) / Makoto Tanaka(Tokai Univ.) / Hiroyasu Ishikawa(Nihon Univ.) / Tetsushi Ikegami(Meiji Univ.) |
| Secretary | Hiroyoshi Yamada(Univ. of Electro-Comm.) / Makoto Tanaka(Mitsubishi Electric) / Hiroyasu Ishikawa(NHK) / Tetsushi Ikegami(KDDI Research) |
| Assistant | Shunichi Futatsumori(ENRI) / Takuya Okura(NICT) / Daisuke Goto(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Space, Aeronautical and Navigational Electronics / Technical Committee on Satellite Telecommunications |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Position Specifiable Interpolation GAN for Interpolation of Ground Penetrating Radar Images |
| Sub Title (in English) | |
| Keyword(1) | Interpolation |
| Keyword(2) | Ground penetrating radar image |
| Keyword(3) | GAN |
| Keyword(4) | Visualization |
| 1st Author's Name | Kaito Tokushige |
| 1st Author's Affiliation | Toyohashi University of Technology(Toyohashi Univ. of Tech.) |
| 2nd Author's Name | Yasushi Kanazawa |
| 2nd Author's Affiliation | Toyohashi University of Technology(Toyohashi Univ. of Tech.) |
| 3rd Author's Name | Jun Sonoda |
| 3rd Author's Affiliation | National Institute of Technology, Sendai College(NIT, Sendai College) |
| Date | 2021-02-18 |
| Paper # | SANE2020-65 |
| Volume (vol) | vol.120 |
| Number (no) | SANE-371 |
| Page | pp.pp.40-45(SANE), |
| #Pages | 6 |
| Date of Issue | 2021-02-11 (SANE) |