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Speaker and Digit R...
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Faraj, Maycel Isaac,1979-Högskolan i Halmstad,Halmstad Embedded and Intelligent Systems Research (EIS)
(författare)
Speaker and Digit Recognition by Audio-Visual Lip Biometrics
- Artikel/kapitelEngelska2007
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Berlin :Springer,2007
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Nummerbeteckningar
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LIBRIS-ID:oai:DiVA.org:hh-2129
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https://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-2129URI
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https://doi.org/10.1007/978-3-540-74549-5_106DOI
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Språk:engelska
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Sammanfattning på:engelska
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Ämneskategori:pop swepub-contenttype
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Ämneskategori:kon swepub-publicationtype
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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.
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Bigun, Josef,1961-Högskolan i Halmstad,Halmstad Embedded and Intelligent Systems Research (EIS)(Swepub:hh)josef
(författare)
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Högskolan i HalmstadHalmstad Embedded and Intelligent Systems Research (EIS)
(creator_code:org_t)
Sammanhörande titlar
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Ingår i:Advances in biometricsBerlin : Springer, s. 1016-10249783540745488
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