Combining fingerprint and voiceprint biometrics for identity verification: An experimental comparison

Yuan Wang; Yunhong Wang; Tieniu Tan

doi:10.1007/978-3-540-25948-0_90

Combining fingerprint and voiceprint biometrics for identity verification: An experimental comparison

Yuan Wang^*
, Yunhong Wang^*
, Tieniu Tan

^*Corresponding author for this work

CAS - Institute of Automation

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

21 Scopus citations

Abstract

Combining multiple biometrics may enhance the performance of personal authentication system in accuracy and reliability. In this paper, we compare 13 combination methods in the context of combining the voiceprint and fingerprint recognition system in two different modes: verification and identification. The experimental results show that Support Vector Machine and the Dempster-Shafer method are superior to other schemes.

Original language	English
Title of host publication	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Editors	David Zhang, Anil K. Jain
Publisher	Springer Verlag
Pages	663-670
Number of pages	8
ISBN (Print)	3540221468, 9783540221463
DOIs	https://doi.org/10.1007/978-3-540-25948-0_90
State	Published - 2004
Externally published	Yes

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	3072
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

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10.1007/978-3-540-25948-0_90

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Wang, Y., Wang, Y., & Tan, T. (2004). Combining fingerprint and voiceprint biometrics for identity verification: An experimental comparison. In D. Zhang, & A. K. Jain (Eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (pp. 663-670). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3072). Springer Verlag. https://doi.org/10.1007/978-3-540-25948-0_90

Wang, Yuan ; Wang, Yunhong ; Tan, Tieniu. / Combining fingerprint and voiceprint biometrics for identity verification : An experimental comparison. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). editor / David Zhang ; Anil K. Jain. Springer Verlag, 2004. pp. 663-670 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "Combining multiple biometrics may enhance the performance of personal authentication system in accuracy and reliability. In this paper, we compare 13 combination methods in the context of combining the voiceprint and fingerprint recognition system in two different modes: verification and identification. The experimental results show that Support Vector Machine and the Dempster-Shafer method are superior to other schemes.",

author = "Yuan Wang and Yunhong Wang and Tieniu Tan",

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Wang, Y, Wang, Y & Tan, T 2004, Combining fingerprint and voiceprint biometrics for identity verification: An experimental comparison. in D Zhang & AK Jain (eds), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 3072, Springer Verlag, pp. 663-670. https://doi.org/10.1007/978-3-540-25948-0_90

Combining fingerprint and voiceprint biometrics for identity verification: An experimental comparison. / Wang, Yuan; Wang, Yunhong; Tan, Tieniu.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). ed. / David Zhang; Anil K. Jain. Springer Verlag, 2004. p. 663-670 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3072).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

TY - CHAP

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T2 - An experimental comparison

AU - Wang, Yuan

AU - Wang, Yunhong

AU - Tan, Tieniu

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N2 - Combining multiple biometrics may enhance the performance of personal authentication system in accuracy and reliability. In this paper, we compare 13 combination methods in the context of combining the voiceprint and fingerprint recognition system in two different modes: verification and identification. The experimental results show that Support Vector Machine and the Dempster-Shafer method are superior to other schemes.

AB - Combining multiple biometrics may enhance the performance of personal authentication system in accuracy and reliability. In this paper, we compare 13 combination methods in the context of combining the voiceprint and fingerprint recognition system in two different modes: verification and identification. The experimental results show that Support Vector Machine and the Dempster-Shafer method are superior to other schemes.

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EP - 670

BT - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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PB - Springer Verlag

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Wang Y, Wang Y, Tan T. Combining fingerprint and voiceprint biometrics for identity verification: An experimental comparison. In Zhang D, Jain AK, editors, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag. 2004. p. 663-670. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-25948-0_90

Combining fingerprint and voiceprint biometrics for identity verification: An experimental comparison

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