Biometric identification by means of hand geometry and a neural net classifier

Authors:
Marcos Faundez-Zanuy;Guillermo Mar Navarro Mérida
Affiliations:
Escola Universitária Politécnica de Mataró Universitat Politécnica de Catalunya, Barcelona, Spain;Escola Universitária Politécnica de Mataró Universitat Politécnica de Catalunya, Barcelona, Spain
Venue:
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Year:
2005

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Abstract

This Paper describes a hand geometry biometric identification system. We have acquired a database of 22 people using a conventional document scanner. The experimental section consists of a study about the discrimination capability of different extracted features, and the identification rate using different classifiers based on neural networks.