| Presentation | 2016-11-24 [Poster Presentation] GPU-BASED ADAPTIVE LOCAL KRIGING APPLIED TO RECOVERING SURFACE DEFORMATION Meng-Che Wu, Wen-Yen Chang, Yang-Lang Chang, Sheng-Yung Shih, Chihyuan Chu, Bormin Huang, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Synthetic aperture radar (SAR) is an active remote sensing instrument to measure the landscape. Differential interferometric synthetic aperture radar (DInSAR) is an effective technique to observe the surface motion caused by earthquakes. In our previous work an adaptive local kriging (ALK) was proposed to recover surface deformation associated with the fault zones in the decoherence area. ALK is a time-consuming task. Therefore, a graphics processing unit (GPU) based ALK is proposed to speed up the process. The NVIDIA compute unified device architecture (CUDA) is used to implement the parallel version of ALK. The experimental results demonstrate that the proposed GPU based ALK provides a speedup of 56.22x. The results of the correlation coefficients comparisons indicate the retrieving motion maps provide high fidelity compared to the original CPU based ALK method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | synthetic aperture radar / adaptive local Kriging / graphic processing unit / Differential interferometric synthetic aperture radar |
| Paper # | SANE2016-79 |
| Date of Issue | 2016-11-17 (SANE) |
| Conference Information | |
| Committee | SANE |
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| Conference Date | 2016/11/24(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | National Taipei University of Technology (NTUT) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ICSANE2016 |
| Chair | Hirokazu Kobayashi(Osaka Inst. of Tech.) |
| Vice Chair | Takahide Mizuno(JAXA) / Toshifumi Moriyama(Nagasaki Univ.) |
| Secretary | Takahide Mizuno(JAXA) / Toshifumi Moriyama(Mitsubishi Electric) |
| Assistant | Atsushi Kezuka(ENRI) / Manabu Akita(Univ. of Electro-Comm.) |
| Paper Information | |
| Registration To | Technical Committee on Space, Aeronautical and Navigational Electronics |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Poster Presentation] GPU-BASED ADAPTIVE LOCAL KRIGING APPLIED TO RECOVERING SURFACE DEFORMATION |
| Sub Title (in English) | |
| Keyword(1) | synthetic aperture radar |
| Keyword(2) | adaptive local Kriging |
| Keyword(3) | graphic processing unit |
| Keyword(4) | Differential interferometric synthetic aperture radar |
| 1st Author's Name | Meng-Che Wu |
| 1st Author's Affiliation | National Space Organization(NSPO) |
| 2nd Author's Name | Wen-Yen Chang |
| 2nd Author's Affiliation | National Dong Hwa University(NDHU) |
| 3rd Author's Name | Yang-Lang Chang |
| 3rd Author's Affiliation | National Taipei University of Technology(NTUT) |
| 4th Author's Name | Sheng-Yung Shih |
| 4th Author's Affiliation | National Taipei University of Technology(NTUT) |
| 5th Author's Name | Chihyuan Chu |
| 5th Author's Affiliation | G-AVE Technology Corporation(G-AVE) |
| 6th Author's Name | Bormin Huang |
| 6th Author's Affiliation | University of Wisconsin(UW) |
| Date | 2016-11-24 |
| Paper # | SANE2016-79 |
| Volume (vol) | vol.116 |
| Number (no) | SANE-319 |
| Page | pp.pp.145-147(SANE), |
| #Pages | 3 |
| Date of Issue | 2016-11-17 (SANE) |