Design and Analysis of Experiments
Design and Analysis of Experiments
A study on performance evaluation of fingerprint sensors
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
The effects of human interaction on biometric system performance
ICDHM'07 Proceedings of the 1st international conference on Digital human modeling
The use of fingerprint contact area for biometric identification
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Fingerprint quality indices for predicting authentication performance
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Statistical analysis of fingerprint sensor interoperability performance
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Evaluation of biometric systems: a study of users' acceptance and satisfaction
International Journal of Biometrics
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This study investigated the effect of force levels (3, 5, 7, 9 and 11N) on fingerprint matching performance, image quality scores and minutiae count between optical and capacitance sensors. Three images were collected from the right index fingers of 75 participants for each sensing technology. Descriptive statistics analysis of variance and Kruskal-Wallis non-parametric tests were conducted to assess significant differences in minutiae counts and image quality scores, by force level. The results reveal a significant difference in image quality score by force level and sensor technology in contrast to minutiae count for the capacitance sensor. The image quality score is one of the many factors that influence the system matching performance, yet the removal of low quality images does not improve the system performance at each force level. Further research is needed to identify other manipulatable factors to improve the interaction between a user and device and the subsequent matching performance.