| Presentation | 2020-03-10 Improvement of Personal Authentication by Aerial Signature Takeshi Yoshida, Takuya Kitamura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In personal authentication by aerial signature, it was confirmed that suitable feature is different by each person. Therefore, in this paper, we uses the following features:positions, velocities, accelerations, absolute angle, direction vectors and cosine value. And, to improve the ability of authentication, we weight each feature of each person. We uses DP matching as classifier, because DP matching can classify time-series data. We creates the system using the Android device for user interface for practical use. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | personal authentication / aerial signature / DP matching |
| Paper # | IBISML2019-39 |
| Date of Issue | 2020-03-03 (IBISML) |
| Conference Information | |
| Committee | IBISML |
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| Conference Date | 2020/3/10(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyoto University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Machine learning, etc. |
| Chair | Hisashi Kashima(Kyoto Univ.) |
| Vice Chair | Masashi Sugiyama(Univ. of Tokyo) / Koji Tsuda(Univ. of Tokyo) |
| Secretary | Masashi Sugiyama(Nagoya Inst. of Tech.) / Koji Tsuda(AIST) |
| Assistant | Tomoharu Iwata(NTT) / Shigeyuki Oba(Kyoto Univ.) |
| 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) | Improvement of Personal Authentication by Aerial Signature |
| Sub Title (in English) | |
| Keyword(1) | personal authentication |
| Keyword(2) | aerial signature |
| Keyword(3) | DP matching |
| 1st Author's Name | Takeshi Yoshida |
| 1st Author's Affiliation | National Institute of Technology, Toyama College(NITT) |
| 2nd Author's Name | Takuya Kitamura |
| 2nd Author's Affiliation | National Institute of Technology, Toyama College(NITT) |
| Date | 2020-03-10 |
| Paper # | IBISML2019-39 |
| Volume (vol) | vol.119 |
| Number (no) | IBISML-476 |
| Page | pp.pp.45-50(IBISML), |
| #Pages | 6 |
| Date of Issue | 2020-03-03 (IBISML) |