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1. (WO2007016936) AUTOMATIC BIOMETRIC IDENTIFICATION BASED ON FACE RECOGNITION AND SUPPORT VECTOR MACHINES
Latest bibliographic data on file with the International Bureau   

Pub. No.:    WO/2007/016936    International Application No.:    PCT/EP2005/008254
Publication Date: 15.02.2007 International Filing Date: 29.07.2005
IPC:
G06K 9/62 (2006.01)
Applicants: TELECOM ITALIA, S.P.A. [IT/IT]; Piazza degli Affari, 2, I-20123 Milano (IT) (For All Designated States Except US).
BALTATU, Madalina [RO/IT]; (IT) (For US Only).
D'ALESSANDRO, Rosalia [IT/IT]; (IT) (For US Only).
D'AMICO, Roberta [IT/IT]; (IT) (For US Only).
TISTARELLI, Massimo [IT/IT]; (IT) (For US Only).
GROSSO, Enrico [IT/IT]; (IT) (For US Only).
BICEGO, Manuele [IT/IT]; (IT) (For US Only)
Inventors: BALTATU, Madalina; (IT).
D'ALESSANDRO, Rosalia; (IT).
D'AMICO, Roberta; (IT).
TISTARELLI, Massimo; (IT).
GROSSO, Enrico; (IT).
BICEGO, Manuele; (IT)
Agent: BATTIPEDE, Francesco; Telecom Italia S.p.A., Piazza L. Einaudi, 8, I-20124 Milano (IT)
Priority Data:
Title (EN) AUTOMATIC BIOMETRIC IDENTIFICATION BASED ON FACE RECOGNITION AND SUPPORT VECTOR MACHINES
(FR) IDENTIFICATION BIOMÉTRIQUE AUTOMATIQUE BASÉE SUR LA RECONNAISSANCE FACIALE ET DES MACHINES À VECTEURS DE SUPPORT
Abstract: front page image
(EN)Disclosed herein is an automatic biometric identification method based on face recognition and support vector machines, including 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.
(FR)L'invention concerne un procédé d'identification biométrique automatique basé sur la reconnaissance faciale et des machines à vecteurs de support, consistant à inscrire un utilisateur pour la génération d'un modèle de référence d'utilisateur, et à identifier l'utilisateur sur la base du modèle de référence d'utilisateur, la génération d'un modèle de référence d'utilisateur consistant à acquérir une pluralité d'images faciales de l'utilisateur et à former une machine à vecteurs de support à classe unique sur la base des images faciales de l'utilisateur uniquement.
Designated States: AE, AG, AL, AM, AT, AU, AZ, BA, BB, BG, BR, BW, BY, BZ, CA, CH, CN, CO, CR, CU, CZ, DE, DK, DM, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, HR, HU, ID, IL, IN, IS, JP, KE, KG, KM, KP, KR, KZ, LC, LK, LR, LS, LT, LU, LV, MA, MD, MG, MK, MN, MW, MX, MZ, NA, NG, NI, NO, NZ, OM, PG, PH, PL, PT, RO, RU, SC, SD, SE, SG, SK, SL, SM, SY, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, YU, ZA, ZM, ZW.
African Regional Intellectual Property Organization (BW, GH, GM, KE, LS, MW, MZ, NA, SD, SL, SZ, TZ, UG, ZM, ZW)
Eurasian Patent Organization (AM, AZ, BY, KG, KZ, MD, RU, TJ, TM)
European Patent Office (AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HU, IE, IS, IT, LT, LU, LV, MC, NL, PL, PT, RO, SE, SI, SK, TR)
African Intellectual Property Organization (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, ML, MR, NE, SN, TD, TG).
Publication Language: English (EN)
Filing Language: English (EN)