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Towards practical space-variant based face recognition and authentication

Grosso, Enrico and Lagorio, Andrea and Pulina, Luca and Tistarelli, Massimo (2014) Towards practical space-variant based face recognition and authentication. In: IWBF: 2. International workshop on biometrics and forensics, 27-28 March 2014, La Valletta, Malta. [S.l.], IEEE. Conference or Workshop Item.

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DOI: 10.1109/IWBF.2014.6914258

Abstract

Face recognition is among the most challenging areas of research in Computer Vision and Pattern Recognition. The early approaches, based on iconic representations and image filtering techniques, have been recently surpassed by new algorithms based on the extraction of distinctive features, and the adoption of powerful descriptors capturing essential information of the face. In this paper several issues related to the adoption of a space variant descriptor are discussed. In par-ticular, it is shown that, combining the extraction of salient points and space-variant descriptors, a novel and efficient method for face recognition and authentication can be im-plemented. Preliminary experimental results obtained from both the FERET and the BANCA databases are reported, demonstrating the large-scale applicability of the devised technique.

Item Type:Conference or Workshop Item (Poster)
ID Code:10719
Status:Published
Uncontrolled Keywords:Experimental evaluation, face recognition, system description
Subjects:Area 09 - Ingegneria industriale e dell'informazione > ING-INF/05 Sistemi di elaborazione delle informazioni
Divisions:001 Università di Sassari > 01-a Nuovi Dipartimenti dal 2012 > Scienze Politiche, Scienze della Comunicazione e Ingegneria dell'Informazione
Publisher:IEEE
Deposited On:29 Jan 2015 11:08

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