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Biometric authentication using evoked potentials stimulated by personal ultrasound
https://repository.lib.tottori-u.ac.jp/records/7040
https://repository.lib.tottori-u.ac.jp/records/704092857598-0b82-4f73-9fa6-9539faa2c500
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
TSP2019_365.pdf (236.1 kB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||||||||
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| 公開日 | 2020-06-05 | |||||||||||
| タイトル | ||||||||||||
| タイトル | Biometric authentication using evoked potentials stimulated by personal ultrasound | |||||||||||
| 言語 | en | |||||||||||
| 言語 | ||||||||||||
| 言語 | eng | |||||||||||
| キーワード | ||||||||||||
| 主題 | biometrics, brain wave, EEG, ultrasound, evoked potential biometrics(en), brain wave(en), EEG(en), ultrasound(en), evoked potential(en) |
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| 資源タイプ | ||||||||||||
| 資源タイプ | conference paper | |||||||||||
| 著者 |
Nakanishi, Isao
× Nakanishi, Isao
WEKO
2512
× Maruoka, Takehiro× Maruoka, Takehiro |
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| 著者所属（英） | ||||||||||||
| 言語 | en | |||||||||||
| 値 | Faculty of Engineering Tottori University | |||||||||||
| 著者所属（英） | ||||||||||||
| 言語 | en | |||||||||||
| 値 | Graduate School of Sustainability Sciences Tottori University | |||||||||||
| 抄録 | ||||||||||||
| 内容記述タイプ | Other | |||||||||||
| 内容記述 | In recent years, biometrics such as fingerprints and iris scans has been used in authentication. However, conventional biometrics is vulnerable to identity theft, especially in user management systems. As a new biometric without this vulnerability, we focused on brain waves. In this paper, we show that individuals can be authenticated using evoked potentials when they are subjected to ultrasound. We measured the electroencephalograms (EEGs) of 10 experimental ubjects. Individual features were extracted from the power spectra of the EEGs using the principle component analysis and verification was achieved using the support vector machine. We found that for the proposed authentication method, the equal error rate for a single electrode was about 22-32 %. For a multi-electrode, the equal error rate was 4.4 % using the majority decision rule. | |||||||||||
| 書誌情報 |
Proceedings of 2019 42nd International Conference on Telecommunications and Signal Processing (TSP2019) en : Proceedings of 2019 42nd International Conference on Telecommunications and Signal Processing (TSP2019) p. 365-368, 発行日 2019 |
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| 出版者 | ||||||||||||
| 出版者 | IEEE | |||||||||||
| DOI | ||||||||||||
| 関連タイプ | isVersionOf | |||||||||||
| 識別子タイプ | DOI | |||||||||||
| 関連識別子 | 10.1109/TSP.2019.8769090 | |||||||||||
| 権利 | ||||||||||||
| 権利情報 | © 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collec | |||||||||||
| 情報源 | ||||||||||||
| 関連名称 | Nakanishi Isao, Maruoka Takehiro. Biometric authentication using evoked potentials stimulated by personal ultrasound. Proceedings of 2019 42nd International Conference on Telecommunications and Signal Processing (TSP), pp. 365-368, Jul. 2019. | |||||||||||
| 著者版フラグ | ||||||||||||
| 出版タイプ | AM | |||||||||||
