A scheme for predicting recognition performance by using confidence intervals

IEICE Electronics Express

Sang-Ho Lee¹  Aeyoung Kim¹ 

[1] Department of Computer Science and Engineering, Ewha Womans University

关键词: recognition result prediction;    error tolerance;    multi-factor authentication;    face sensing;   

DOI  :  10.1587/elex.9.133

学科分类：电子、光学、磁材料

来源: Denshi Jouhou Tsuushin Gakkai

【 摘 要 】

References(6)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.

【 授权许可】

Unknown