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2006
IEEE

User Authentication based on Face Recognition with Support Vector Machines

9 years 4 months ago
User Authentication based on Face Recognition with Support Vector Machines
The present paper proposes an authentication scheme which relies on face biometrics and one-class Support Vector Machines. The proposed recognition procedures are based on both a global approach and on a combination of a global and a component-based approaches. Two different features extraction methods and three light compensation algorithms are tested. The combined system outperforms the global system and yields a significant performance enhancement with respect to the prior results obtained with the one-class Support Vector Machines approach for face recognition.
Paolo Abeni, Madalina Baltatu, Rosalia D'Alessandr
Added 10 Jun 2010
Updated 10 Jun 2010
Type Conference
Year 2006
Where CRV
Authors Paolo Abeni, Madalina Baltatu, Rosalia D'Alessandro
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