Sensors 2012, 12(2), 1352-1382; doi:10.3390/s120201352

On the Feasibility of Interoperable Schemes in Hand Biometrics

* email, email and email
Received: 23 December 2011; in revised form: 14 January 2012 / Accepted: 18 January 2012 / Published: 1 February 2012
(This article belongs to the Special Issue Hand-Based Biometrics Sensors and Systems)
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Abstract: Personal recognition through hand-based biometrics has attracted the interest of many researchers in the last twenty years. A significant number of proposals based on different procedures and acquisition devices have been published in the literature. However, comparisons between devices and their interoperability have not been thoroughly studied. This paper tries to fill this gap by proposing procedures to improve the interoperability among different hand biometric schemes. The experiments were conducted on a database made up of 8,320 hand images acquired from six different hand biometric schemes, including a flat scanner, webcams at different wavelengths, high quality cameras, and contactless devices. Acquisitions on both sides of the hand were included. Our experiment includes four feature extraction methods which determine the best performance among the different scenarios for two of the most popular hand biometrics: hand shape and palm print. We propose smoothing techniques at the image and feature levels to reduce interdevice variability. Results suggest that comparative hand shape offers better performance in terms of interoperability than palm prints, but palm prints can be more effective when using similar sensors.
Keywords: biometric identification; hand based biometrics; hand geometry; palm texture; interoperability
PDF Full-text Download PDF Full-Text [1136 KB, uploaded 21 June 2014 04:16 CEST]

Export to BibTeX |

MDPI and ACS Style

Morales, A.; González, E.; Ferrer, M.A. On the Feasibility of Interoperable Schemes in Hand Biometrics. Sensors 2012, 12, 1352-1382.

AMA Style

Morales A, González E, Ferrer MA. On the Feasibility of Interoperable Schemes in Hand Biometrics. Sensors. 2012; 12(2):1352-1382.

Chicago/Turabian Style

Morales, Aythami; González, Ester; Ferrer, Miguel A. 2012. "On the Feasibility of Interoperable Schemes in Hand Biometrics." Sensors 12, no. 2: 1352-1382.

Sensors EISSN 1424-8220 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert