WEKO3
アイテム
Brain Waves as Unconscious Biometrics towards Continuous Authentication : The Effects of Introducing PCA into Feature Extraction
https://repository.lib.tottori-u.ac.jp/records/7026
https://repository.lib.tottori-u.ac.jp/records/7026542f1e6e-fa31-4efd-bd32-873ddae95351
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
ISPACS2015_422.pdf (459.3 kB)
|
|
| Item type | 会議発表論文 / Conference Paper(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2018-06-22 | |||||
| タイトル | ||||||
| タイトル | Brain Waves as Unconscious Biometrics towards Continuous Authentication : The Effects of Introducing PCA into Feature Extraction | |||||
| 言語 | en | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| キーワード | ||||||
| 主題 | biometrics, unconscious biometrics, continuous authentication, brain wave, principle component analysis biometrics(en), unconscious biometrics(en), continuous authentication(en), brain wave(en), principle component analysis(en) |
|||||
| 資源タイプ | ||||||
| 資源タイプ | conference paper | |||||
| 著者 |
Nakanishi, Isao
× Nakanishi, Isao× Yoshikawa, Takuya× Yoshikawa, Takuya |
|||||
| 著者所属 | ||||||
| 値 | Graduate School 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 | For user management in high-security systems, continuous authentication is required, where unconscious biometrics is suitable. We have proposed to use brain waves as such unconscious biometrics. Assuming continuous authentication of drivers, we have measured brain waves in virtual driving environments and evaluated the verification performance. In this paper, we introduce Principle Component Analysis (PCA) into the feature extraction. It is confirmed that the introduction of PCA is effective for improving the verification performance. | |||||
| 書誌情報 |
Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems 2015 (ISPACS2015) en : Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems 2015 (ISPACS2015) p. 422-425, 発行日 2015 |
|||||
| 出版者 | ||||||
| 出版者 | IEEE | |||||
| ISBN | ||||||
| 識別子タイプ | ISBN | |||||
| 関連識別子 | 9781424450152 | |||||
| DOI | ||||||
| 関連タイプ | isVersionOf | |||||
| 識別子タイプ | DOI | |||||
| 関連識別子 | 10.1109/ISPACS.2015.7432808 | |||||
| 権利 | ||||||
| 権利情報 | © 2015 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 coll | |||||
| 情報源 | ||||||
| 関連名称 | Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems 2015 (ISPACS2015). 2015, 422-425 | |||||
| 関連サイト | ||||||
| 識別子タイプ | URI | |||||
| 関連識別子 | https://ieeexplore.ieee.org/abstract/document/7432808/ | |||||
| 関連名称 | https://ieeexplore.ieee.org/abstract/document/7432808/ | |||||
| 著者版フラグ | ||||||
| 出版タイプ | AM | |||||
