Presentation 2012-03-09
A Study on Multimodal Biometrics Authentication Method Using Features in Utterance
Atsushi SAYO, Yoshinobu KAJIKAWA, Mitsuji MUNEYASU,
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Abstract(in English) In this paper, we propose a biometrics authentication method using multimodal features in utterance. The multimodal features in utterance consists of lip shape (physical trait), lip motion pattern and voice pattern(behavioral trait). Therefore, the proposed method can be constructed with only a camera extracting lip area and voice without special equipment like other personal authentication methods. Moreover, the utterance phrase itself has a role of a key function by setting up an utterance phrase arbitrarily, and then the robustness of the authentication increases according to the phrase recognition which can reject an imposter with the feature similar to a registrant. In the proposed method, a lip shape and voice features are extracted with edge or texture based feature in a lip image and voice based pitch or spectrum envelope. Experimental results demonstrate the effectiveness of the proposed method.
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Keyword(in English) Person authentication / Mutltimodal biometrics / Image Feature / Voice Feature / Dynamic Time Warping / AdaBoost
Paper # CAS2011-158,SIP2011-178,CS2011-150
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Committee CAS
Conference Date 2012/3/1(1days)
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Registration To Circuits and Systems (CAS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Study on Multimodal Biometrics Authentication Method Using Features in Utterance
Sub Title (in English)
Keyword(1) Person authentication
Keyword(2) Mutltimodal biometrics
Keyword(3) Image Feature
Keyword(4) Voice Feature
Keyword(5) Dynamic Time Warping
Keyword(6) AdaBoost
1st Author's Name Atsushi SAYO
1st Author's Affiliation Faculty of Engineering Sceince, Kansai University()
2nd Author's Name Yoshinobu KAJIKAWA
2nd Author's Affiliation Faculty of Engineering Sceince, Kansai University
3rd Author's Name Mitsuji MUNEYASU
3rd Author's Affiliation Faculty of Engineering Sceince, Kansai University
Date 2012-03-09
Paper # CAS2011-158,SIP2011-178,CS2011-150
Volume (vol) vol.111
Number (no) 465
Page pp.pp.-
#Pages 6
Date of Issue