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A multimedia corpus of driving behaviors
http://hdl.handle.net/2237/13904
0aeac47f-e84d-4419-81f6-4f681ea233ea
名前 / ファイル | ライセンス | アクション | |
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Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2010-08-02 | |||||
タイトル | ||||||
タイトル | A multimedia corpus of driving behaviors | |||||
著者 |
Malta, Lucas
× Malta, Lucas× Ozaki, Akira× Miyajima, Chiyomi× Kitaoka, Norihide× Takeda, Kazuya |
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権利 | ||||||
権利情報 | ©2009 IEEE. 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 to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. | |||||
抄録 | ||||||
内容記述 | In this paper we present our multimedia corpus of real-world driving data (NUDrive), built with the primary objective of firming foundations for applying digital signal processing technologies in the vehicular environment. NUDrive is a content rich corpus composed of driving, speech, video, and physiological signals. So far, we have collected data from 250 drivers, who drove an instrumented vehicle under very similar conditions. In order to provide a more meaningful description of the situations drivers experience, a comprehensive data annotation protocol is proposed. We also briefly present a multimedia processing system, which uses information from various sources in NUDrive to implement a context-dependent estimation of a driver's spontaneous frustration. Results are encouraging and stress the relevance of content rich driving corpora to driver behavior modeling. | |||||
内容記述タイプ | Abstract | |||||
出版者 | ||||||
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 | |||||
ISBN | ||||||
関連識別子 | ||||||
識別子タイプ | ISBN | |||||
関連識別子 | 978-1-4244-4463-2 | |||||
書誌情報 |
IEEE International Workshop on Multimedia Signal Processing (MMSP '09) p. 1-6, 発行日 2009-10-05 |
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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/2237/13904 | |||||
識別子タイプ | HDL | |||||
URI | ||||||
識別子 | http://dx.doi.org/10.1109/MMSP.2009.5293564 | |||||
識別子タイプ | DOI |