| Presentation | 2016-11-16 [Poster Presentation] An ensemble learning for MR image reconstruction Yufu Kasahara, Masato Inoue, Kaori Togashi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to shorten the magnetic resonance (MR) imaging time, a lot of image reconstruction methods from a small number of sampling data have been proposed. However, the efficiency of a image reconstruction method generally depends on sampled data. To solve this problem, we propose the ensemble of several image reconstruction methods. Results showed the superiority of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Compressed sensing / Ensemble learning / MR image reconstruction |
| Paper # | IBISML2016-58 |
| Date of Issue | 2016-11-09 (IBISML) |
| Conference Information | |
| Committee | IBISML |
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| Conference Date | 2016/11/16(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyoto Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Information-Based Induction Science Workshop (IBIS2016) |
| Chair | Kenji Fukumizu(ISM) |
| Vice Chair | Masashi Sugiyama(Univ. of Tokyo) / Hisashi Kashima(Kyoto Univ.) |
| Secretary | Masashi Sugiyama(Univ. of Tokyo) / Hisashi Kashima(Nagoya Inst. of Tech.) |
| Assistant | Toshihiro Kamishima(AIST) / Tomoharu Iwata(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Infomation-Based Induction Sciences and Machine Learning |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Poster Presentation] An ensemble learning for MR image reconstruction |
| Sub Title (in English) | |
| Keyword(1) | Compressed sensing |
| Keyword(2) | Ensemble learning |
| Keyword(3) | MR image reconstruction |
| Keyword(4) | |
| 1st Author's Name | Yufu Kasahara |
| 1st Author's Affiliation | WasedaUniversity(Waseda Univ) |
| 2nd Author's Name | Masato Inoue |
| 2nd Author's Affiliation | WasedaUniversity(Waseda Univ) |
| 3rd Author's Name | Kaori Togashi |
| 3rd Author's Affiliation | Kyoto University(Kyoto Univ) |
| Date | 2016-11-16 |
| Paper # | IBISML2016-58 |
| Volume (vol) | vol.116 |
| Number (no) | IBISML-300 |
| Page | pp.pp.87-91(IBISML), |
| #Pages | 5 |
| Date of Issue | 2016-11-09 (IBISML) |