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Using BrainWaves as Transparent Biometrics for On-Demand Driver Authentication
https://repository.lib.tottori-u.ac.jp/records/7214
https://repository.lib.tottori-u.ac.jp/records/72140003d7c9-e9f6-4368-9fa4-ea853e9a3c9b
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
ijb5(3-4)_288.pdf (3.4 MB)
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| Item type | 学術雑誌論文 / Journal Article(1) | |||||||||||
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| 公開日 | 2018-06-22 | |||||||||||
| タイトル | ||||||||||||
| タイトル | Using BrainWaves as Transparent Biometrics for On-Demand Driver Authentication | |||||||||||
| 言語 | en | |||||||||||
| 言語 | ||||||||||||
| 言語 | eng | |||||||||||
| キーワード | ||||||||||||
| 主題 | brain wave | |||||||||||
| キーワード | ||||||||||||
| 主題 | EEG | |||||||||||
| キーワード | ||||||||||||
| 主題 | on-demand authentication | |||||||||||
| キーワード | ||||||||||||
| 主題 | transparent biometrics | |||||||||||
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| 主題 | driver authentication | |||||||||||
| キーワード | ||||||||||||
| 主題 | route trace | |||||||||||
| キーワード | ||||||||||||
| 主題 | simplified driving simulator | |||||||||||
| キーワード | ||||||||||||
| 言語 | en | |||||||||||
| 主題 | brain wave | |||||||||||
| キーワード | ||||||||||||
| 言語 | en | |||||||||||
| 主題 | EEG | |||||||||||
| キーワード | ||||||||||||
| 言語 | en | |||||||||||
| 主題 | on-demand authentication | |||||||||||
| キーワード | ||||||||||||
| 言語 | en | |||||||||||
| 主題 | transparent biometrics | |||||||||||
| キーワード | ||||||||||||
| 言語 | en | |||||||||||
| 主題 | driver authentication | |||||||||||
| キーワード | ||||||||||||
| 言語 | en | |||||||||||
| 主題 | route trace | |||||||||||
| キーワード | ||||||||||||
| 言語 | en | |||||||||||
| 主題 | simplified driving simulator | |||||||||||
| 資源タイプ | ||||||||||||
| 資源タイプ | journal article | |||||||||||
| 著者 |
Nakanishi, Isao
× Nakanishi, Isao
WEKO
2512
× Baba, Sadanao× Ozaki, Kotaro× Li, Shigang× Baba, Sadanao× Ozaki, Kotaro× Li, Shigang |
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| 著者所属 | ||||||||||||
| 値 | Graduate School of Engineering Tottori University | |||||||||||
| 著者所属 | ||||||||||||
| 値 | Graduate School of Engineering Tottori University | |||||||||||
| 著者所属 | ||||||||||||
| 値 | Faculty of Engineering, Tottori University | |||||||||||
| 著者所属 | ||||||||||||
| 値 | Graduate School of Engineering Tottori University | |||||||||||
| 抄録 | ||||||||||||
| 内容記述タイプ | Other | |||||||||||
| 内容記述 | Conventional biometric systems mainly assume one-timeonly authentication. However, this technique is not used with user management applications. If a user is replaced by an imposter after the authentication has occurred, the systems cannot detect such a replacement. One solution to this problem is on-demand-authentication, in which users are authenticated on a regular or nonregular schedule, as determined by the system. However, the on-demand-authentication technique requires that we present biometric data without regard to do so. In this paper, we focus on the use of brain waves as transparent biometric signals. In particular, we assume driver authentication and measure the brain waves of drivers when they are performing mental tasks such as tracing routes or using a simplified driving simulator as an actual task. We propose to extract the power spectrum in the α–β band as an individual feature and propose two verification methods based on the similarity of the features. In addition, we propose to divide the α–β band into either four or six partitions and to fuse the similarity scores from all the partitions. We evaluate the verification performance using 23 subjects and obtain an equal error rate of 20-25 %. | |||||||||||
| 書誌情報 |
International Journal of Biometrics en : International Journal of Biometrics 巻 5, 号 3-4, p. 288-305, 発行日 2013 |
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| 出版者 | ||||||||||||
| 出版者 | Inderscience | |||||||||||
| ISSN | ||||||||||||
| 収録物識別子タイプ | ISSN | |||||||||||
| 収録物識別子 | 17558301 | |||||||||||
| DOI | ||||||||||||
| 関連タイプ | isVersionOf | |||||||||||
| 識別子タイプ | DOI | |||||||||||
| 関連識別子 | 10.1504/IJBM.2013.055965 | |||||||||||
| 権利 | ||||||||||||
| 権利情報 | copyright©2013 Inderscience | |||||||||||
| 情報源 | ||||||||||||
| 関連名称 | International Journal of Biometrics. 2013, 5(3-4), 288-305 | |||||||||||
| 関連サイト | ||||||||||||
| 識別子タイプ | URI | |||||||||||
| 関連識別子 | https://www.inderscienceonline.com/doi/abs/10.1504/IJBM.2013.055965 | |||||||||||
| 関連名称 | https://www.inderscienceonline.com/doi/abs/10.1504/IJBM.2013.055965 | |||||||||||
| 著者版フラグ | ||||||||||||
| 出版タイプ | AM | |||||||||||
