Title :
Fingerprint recognition performance in rugged outdoors and cold weather conditions
Author :
Stewart, Ron F. ; Estevao, Matt ; Adler, Andy
Author_Institution :
Orica Canada Inc., Brownsburg, QC, Canada
Abstract :
This paper reports on tests of the performance of fingerprint recognition technology in rugged outdoor conditions, with an especial concentration on the performance in cold weather. We analyze: (1) chip versus optical fingerprint scanner technology, (2) recognition performance and image quality, and (3) user/device interaction. A outdoor fingerprint door access system was designed to capture fingerprint images and video data of user interactions. Using this device, data were captured over a period of two years, and a user survey performed. Data were analyzed in terms of biometric error rates and fingerprint quality (NFIQ) as a function of temperature and humidity. Results suggest: (1) biometric performance has no significant dependence on temperature and humidity (-30C to +20C), (2) both chip based and optical fingerprint scanners have some flaws in rugged and cold weather applications, and (3) overall fingerprint biometric technology has a good level of usability in this application.
Keywords :
fingerprint identification; human computer interaction; optical scanners; video signal processing; NFIQ; biometric error rate; chip-based fingerprint scanner; cold weather condition; fingerprint image quality; fingerprint image recognition technology; optical fingerprint scanner technology; rugged outdoor fingerprint door access system; user/device interaction; video data; Biomedical optical imaging; Biometrics; Fingerprint recognition; Humidity; Image analysis; Image quality; Image recognition; Optical devices; Performance analysis; Testing;
Conference_Titel :
Biometrics: Theory, Applications, and Systems, 2009. BTAS '09. IEEE 3rd International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4244-5019-0
Electronic_ISBN :
978-1-4244-5020-6
DOI :
10.1109/BTAS.2009.5339061