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A scheme for predicting recognition performance by using confidence intervals

Title
A scheme for predicting recognition performance by using confidence intervals
Authors
Kim A.Lee S.-H.
Ewha Authors
이상호
SCOPUS Author ID
이상호scopus
Issue Date
2012
Journal Title
IEICE Electronics Express
ISSN
1349-2543JCR Link
Citation
vol. 9, no. 3, pp. 133 - 139
Indexed
SCIE; SCOPUS WOS scopus
Abstract
We propose a novel scheme for predicting the recognition performance by using confidence intervals. Biometrics is the best solution for preventing illegal sharing of authentication solutions (e.g., password, identity card) in a multi-factor authentication system. However, information acquired using sensors contains considerable noise, which can lead to errors. Our proposed scheme provides an efficient solution for treating noise and the resulting errors. When an image acquired using the sensor includes considerable noise and the estimated matching result is "fail," the proposed scheme offers a short path. Our experimental results show the efficiency of the proposed scheme.© IEICE 2012.
DOI
10.1587/elex.9.133
Appears in Collections:
엘텍공과대학 > 컴퓨터공학과 > Journal papers
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