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Biometric identification using driving behavioral signals
http://hdl.handle.net/2237/6800
http://hdl.handle.net/2237/6800e8212154-bb65-403c-a382-ac8d42e1148f
名前 / ファイル | ライセンス | アクション |
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Igarashi_ICME2004_P18242.pdf (392.8 kB)
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Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2006-08-03 | |||||
タイトル | ||||||
タイトル | Biometric identification using driving behavioral signals | |||||
言語 | en | |||||
著者 |
Igarashi, Kei
× Igarashi, Kei× Miyajima, Chiyomi× Itou, Katsunobu× Takeda, Kazuya× Itakura, Fumitada× Abut, Hüseyin |
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アクセス権 | ||||||
アクセス権 | open access | |||||
アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||
権利 | ||||||
言語 | en | |||||
権利情報 | Copyright © 2004 IEEE. Reprinted from (relevant publication info). This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of Nagoya University’s products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. | |||||
抄録 | ||||||
内容記述 | In this paper, we investigate the uniqueness of driver behavior in vehicles and the possibility to use it for personal identification with the objectives to achieve safer driving, to assist the driver in case of emergencies, and to be a part of multi-mode biometric signature for driver identification. We use Gaussian Mixture Models (GMM) for modeling the individualities of the accelerator and brake pedal pressures, and focus on not only the static features, but also the dynamics of the pedal pressures. Experimental results show that the dynamic features significantly improve the performance of driver identification. | |||||
言語 | en | |||||
内容記述タイプ | Abstract | |||||
出版者 | ||||||
言語 | en | |||||
出版者 | IEEE | |||||
言語 | ||||||
言語 | eng | |||||
資源タイプ | ||||||
資源タイプresource | http://purl.org/coar/resource_type/c_6501 | |||||
タイプ | journal article | |||||
出版タイプ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
DOI | ||||||
関連タイプ | isVersionOf | |||||
識別子タイプ | DOI | |||||
関連識別子 | https://doi.org/10.1109/ICME.2004.1394126 | |||||
書誌情報 |
en : Proceedings of the IEEE International Conference on Multimedia and Expo 2004 巻 1, p. 65-68, 発行日 2004-06 |
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フォーマット | ||||||
application/pdf | ||||||
著者版フラグ | ||||||
値 | publisher | |||||
URI | ||||||
識別子 | http://hdl.handle.net/2237/6800 | |||||
識別子タイプ | HDL |