Automatic biometric identification based on face recognition and support vector machines

Automatic biometric identification based on face recognition and support vector machines

An automatic biometric identification method based on face recognition and support vector machines, includes enrolling a user to generate a user's reference template; and identifying the user based on the user's reference template, wherein generating a user's reference template includ...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: BALTATU MADALINA, D'ALESSANDRO ROSALIA, D'AMICO ROBERTA, BICEGO MANUELE, GROSSO ENRICO, TISTARELLI MASSIMO
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:An automatic biometric identification method based on face recognition and support vector machines, includes enrolling a user to generate a user's reference template; and identifying the user based on the user's reference template, wherein generating a user's reference template includes acquiring a number of user's face images, and training a one-class support vector machine based on the user's face images only.