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Performance Improvement in User Verification Using Evoked Electroencephalogram by Imperceptible Vibration Stimuli
https://repository.lib.tottori-u.ac.jp/records/7049
https://repository.lib.tottori-u.ac.jp/records/70498962042b-1784-4fab-a6b4-375eaf7abdd9
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
ISCIT2021_2.pdf (279.8 kB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||
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| 公開日 | 2021-11-17 | |||||
| タイトル | ||||||
| タイトル | Performance Improvement in User Verification Using Evoked Electroencephalogram by Imperceptible Vibration Stimuli | |||||
| 言語 | en | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| キーワード | ||||||
| 主題 | biometrics, EEG, imperceptible vibration stimuli, EER, SVM biometrics(en), EEG(en), imperceptible vibration stimuli(en), EER(en), SVM(en) |
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| 資源タイプ | ||||||
| 資源タイプ | conference paper | |||||
| 著者 |
中西, 功
× 中西, 功× Nakashima, Hirotomo× Shindo, Yoshiaki |
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| 著者所属（英） | ||||||
| 言語 | en | |||||
| 値 | Graduate School of Sustainability Sciences Tottori University | |||||
| 著者所属（英） | ||||||
| 言語 | en | |||||
| 値 | Graduate School of Sustainability Sciences Tottori University | |||||
| 著者所属（英） | ||||||
| 言語 | en | |||||
| 値 | Faculty of Engineering Tottori University | |||||
| 抄録 | ||||||
| 内容記述タイプ | Other | |||||
| 内容記述 | In this study, we examine electroencephalogram (EEG) biometric information that can be detected continuously with high confidentiality to realize personal verification using the evoked EEG when presented with an imperceptible vibration stimulus. Considering the survey of conventional studies on brainwaves evoked by perceptible vibration stimulation, we determined that to use the evoked EEG, including the immediately response after the stimulus is effective in verification. Therefore, we introduce a method for repeating the stimulus presentation over a short time. In addition, to improve the verification performance, we introduce support vector machine (SVM). Furthermore, we evaluated the verification performance and obtained an equal error rate of 11%. | |||||
| 書誌情報 |
Proc. of the 20th International Symposium on Communications and Information Technologies (ISCIT 2021) en : Proc. of the 20th International Symposium on Communications and Information Technologies (ISCIT 2021) 発行日 2021 |
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| 出版者 | ||||||
| 出版者 | IEEE xplore | |||||
| DOI | ||||||
| 関連タイプ | isVersionOf | |||||
| 識別子タイプ | DOI | |||||
| 関連識別子 | 10.1109/ISCIT52804.2021.9590618 | |||||
| 権利 | ||||||
| 権利情報 | © 2021 IEEE xplore | |||||
| 情報源 | ||||||
| 関連名称 | Nakashima Hirotomo, Shindo Yoshiaki, Nakanishi Isao. Performance Improvement in User Verification Using Evoked Electroencephalogram by Imperceptible Vibration Stimuli. Proc. of the 20th International Symposium on Communications and Information Technologie | |||||
| 著者版フラグ | ||||||
| 出版タイプ | AM | |||||
