Multisampling approach applied to contactless hand biometrics

This paper proposes a novel contactless biometrie system for multisampling hand recognition. We include a novel acquisition device for contactless hand recognition and a study about the multi-sample acquisition as a way to improve the performance. Popular features extraction methods for hand geometr...

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Hauptverfasser: Morales, A., Ferrer, M. A., Travieso, C. M., Alonso, J. B.
Format: Tagungsbericht
Sprache:eng
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Beschreibung
Zusammenfassung:This paper proposes a novel contactless biometrie system for multisampling hand recognition. We include a novel acquisition device for contactless hand recognition and a study about the multi-sample acquisition as a way to improve the performance. Popular features extraction methods for hand geometry and palmprint are studied and a database of 100 people with more than 2000 hand is employed for the experimentation. The results suggest how a multi-sample approach outperforms the traditional single sample approach with improvements around 47% and EER of 0.21%.
ISSN:1071-6572
2153-0742
DOI:10.1109/CCST.2012.6393563