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- Faraj, Maycel Isaac,1979-Högskolan i Halmstad,Halmstad Embedded and Intelligent Systems Research (EIS) (author)
Speaker and Digit Recognition by Audio-Visual Lip Biometrics
- Article/chapterEnglish2007
Publisher, publication year, extent ...
- Berlin :Springer,2007
- printrdacarrier
Numbers
- LIBRIS-ID:oai:DiVA.org:hh-2129
- https://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-2129URI
- https://doi.org/10.1007/978-3-540-74549-5_106DOI
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- Language:English
- Summary in:English
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Notes
- This paper proposes a new robust bi-modal audio visual digit and speaker recognition system by lip-motion and speech biometrics. To increase the robustness of digit and speaker recognition, we have proposed a method using speaker lip motion information extracted from video sequences with low resolution (128 ×128 pixels). In this paper we investigate a biometric system for digit recognition and speaker identification based using line-motion estimation with speech information and Support Vector Machines. The acoustic and visual features are fused at the feature level showing favourable results with digit recognition being 83% to 100% and speaker recognition 100% on the XM2VTS database.
Subject headings and genre
- TEKNIK OCH TEKNOLOGIER Elektroteknik och elektronik hsv//swe
- ENGINEERING AND TECHNOLOGY Electrical Engineering, Electronic Engineering, Information Engineering hsv//eng
- Biometric identification
- Pattern recognition systems
- Computer networks
- TECHNOLOGY
- TEKNIKVETENSKAP
Added entries (persons, corporate bodies, meetings, titles ...)
- Bigun, Josef,1961-Högskolan i Halmstad,Halmstad Embedded and Intelligent Systems Research (EIS)(Swepub:hh)josef (author)
- Högskolan i HalmstadHalmstad Embedded and Intelligent Systems Research (EIS) (creator_code:org_t)
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- In:Advances in biometricsBerlin : Springer, s. 1016-10249783540745488
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