Evaluating the Impact of Contactless Fingerprint Imagery Spatial Loss on Matcher Performance

Published

September 23, 2021

Author(s)

Shahram Orandi, John M. Libert, Bruce Bandini, Kenneth Ko, John Grantham, Brian J. Cochran, Craig I. Watson

Abstract

Observations in previous studies have shown that contactless capture devices may be prone to capturing superfluous data (e.g., fingernail or finger background), distortion and imaging artifacts especially around the periphery of the captured fingerprint images, as well as not being able to consistently capture certain fingers from each hand. This study tests the hypothesis that eliminating certain error prone fingers, or eliminating some of the periphery of all fingerprint images, may yield an improvement in the matcher's ability to make an identification as well as possibly improving the service time from the matcher.

Citation

NIST Interagency/Internal Report (NISTIR) - 8392

Report Number

8392

NIST Pub Series

NIST Interagency/Internal Report (NISTIR)

Pub Type

NIST Pubs

Download Paper

https://doi.org/10.6028/NIST.IR.8392

Local Download

Keywords

Contactless fingerprints, Touchless fingerprints, Biometrics, Accuracy, Throughput, Friction Ridge, Fingerprint Matcher Service Time

Citation

Orandi, S. , Libert, J. , Bandini, B. , Ko, K. , Grantham, J. , Cochran, B. and Watson, C. (2021), Evaluating the Impact of Contactless Fingerprint Imagery Spatial Loss on Matcher Performance, NIST Interagency/Internal Report (NISTIR), National Institute of Standards and Technology, Gaithersburg, MD, [online], https://doi.org/10.6028/NIST.IR.8392, https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=932943 (Accessed November 21, 2024)