Adapted user-dependent multimodal biometric authentication exploiting general information

被引：33

作者：

Fierrez-Aguilar, J ^{[1
]}

Garcia-Romero, D ^{[1
]}

Ortega-Garcia, J ^{[1
]}

Gonzalez-Rodriguez, J ^{[1
]}

机构：

[1] Univ Autonoma Madrid, Escuela Politecn Super, E-28049 Madrid, Spain

来源：

PATTERN RECOGNITION LETTERS | 2005年 / 26卷 / 16期

关键词：

biometrics; multimodal; authentication; verification; user; local; global; support vector machine; fingerprint; signature;

D O I：

10.1016/j.patrec.2005.06.008

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A novel adapted strategy for combining general and user-dependent knowledge at the decision level in multimodal biometric authentication is presented. User-independent, user-dependent, and adapted fusion and decision schemes are compared by using a bimodal system based on fingerprint and written signature. The adapted approach is shown to outperform the other strategies considered in this paper. Exploiting available information for training the fusion function is also shown to be better than using existing information for post-fusion trained decisions. (c) 2005 Elsevier B.V. All rights reserved.

引用

页码：2628 / 2639

页数：12

共 36 条

[1]

[Anonymous], 1997, Proceedings of the uropean Conference on Speech Communication and Technology

[2] Fusion of face and speech data for person identity verification [J].

Ben-Yacoub, S ;

Abdeljaoued, Y ;

Mayoraz, E .

IEEE TRANSACTIONS ON NEURAL NETWORKS, 1999, 10 (05) :1065-1074

[3]

Bigun ES, 1997, LECT NOTES COMPUT SC, V1206, P291, DOI 10.1007/BFb0016008

[4]

Bolle R.M., 2004, SPR PRO COM, DOI 10.1007/978-1-4757-4078-3

[5] Error analysis of pattern recognition systems - the subsets bootstrap [J].

Bolle, RM ;

Ratha, NK ;

Pankanti, S .

COMPUTER VISION AND IMAGE UNDERSTANDING, 2004, 93 (01) :1-33

[6] PERSON IDENTIFICATION USING MULTIPLE CUES [J].

BRUNELLI, R ;

FALAVIGNA, D .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1995, 17 (10) :955-966

[7] Multimodal decision-level fusion for person authentication [J].

Chatzis, V ;

Bors, AG ;

Pitas, I .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 1999, 29 (06) :674-680

[8]

DODDINGTON G, 1998, P INT C SPEECH LANG

[9] Target dependent score normalization techniques and their application to signature verification [J].

Fierrez-Aguilar, J ;

Ortega-Garcia, J ;

Gonzalez-Rodriguez, J .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2005, 35 (03) :418-425

[10] Discriminative multimodal biometric authentication based on quality measures [J].

Fierrez-Aguilar, J ;

Ortega-Garcia, J ;

Gonzalez-Rodriguez, J ;

Bigun, J .

PATTERN RECOGNITION, 2005, 38 (05) :777-779

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