The OU-ISIR continuous authentication database comprising face and speech biometrics

• Item type: SIG Technical Reports(1)
• 公開日: 2024-07-15
• タイトル: The OU-ISIR continuous authentication database comprising face and speech biometrics
• タイトル / 言語: en
• タイトル: The OU-ISIR continuous authentication database comprising face and speech biometrics
• 言語: eng
• キーワード / 主題Scheme: Other
• キーワード / 主題: BioX ムーショットセッション
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_18gh
• 資源タイプ: technical report
• 著者所属: SANKEN, Osaka University
• 著者所属: SANKEN, Osaka University
• 著者所属(英): en
• 著者所属(英): SANKEN, Osaka University
• 著者所属(英): en
• 著者所属(英): SANKEN, Osaka University
• 著者名: Xiang, Li; Chi, Xu; Yasushi, Yagi
• 著者名(英): Xiang, Li; Chi, Xu; Yasushi, Yagi
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: Unlike conventional login authentication which only verifies users’ identity once at the beginning of a system session, continuous authentication ensures high security by verifying periodically throughout the session. Considering the lack of continuous authentication databases, in this paper, we introduce a newly collected face and speech database for continuous authentication, which consists of 114 subjects. It is collected through a web-based conversational game between pairs of subjects. During the game, subjects’ facial videos and the corresponding speech data are automatically saved. As for facial videos, we also use a special display equipped with five surrounding cameras to capture from different viewing angles to include more pose variations. Besides, we provide baseline evaluations of state-of-the-art face recognition and speaker recognition methods on our database. We believe that our database will benefit the field of continuous authentication, leading to more secure authentication systems.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: Unlike conventional login authentication which only verifies users’ identity once at the beginning of a system session, continuous authentication ensures high security by verifying periodically throughout the session. Considering the lack of continuous authentication databases, in this paper, we introduce a newly collected face and speech database for continuous authentication, which consists of 114 subjects. It is collected through a web-based conversational game between pairs of subjects. During the game, subjects’ facial videos and the corresponding speech data are automatically saved. As for facial videos, we also use a special display equipped with five surrounding cameras to capture from different viewing angles to include more pose variations. Besides, we provide baseline evaluations of state-of-the-art face recognition and speaker recognition methods on our database. We believe that our database will benefit the field of continuous authentication, leading to more secure authentication systems.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AA11235941
• 書誌情報: 研究報告コンピュータセキュリティ（CSEC）; 巻 2024-CSEC-106, 号 10, p. 1-6, 発行日 2024-07-15
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 2188-8655
• Notice: SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc.
• 出版者 / 言語: ja
• 出版者: 情報処理学会