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Paper Abstract and Keywords
Presentation 2013-08-28 10:00
On Optimal Sequential Fusion in Biometric Identification
Takao Murakami, Kenta Takahashi (Hitachi), Kanta Matsuura (Univ. Tokyo)
Abstract (in Japanese) (See Japanese page) 
(in English) Biometric identification systems can provide a very convenient way of authentication because they do not require a user ID nor a smart card. However, the identification error rates increase as the number of enrollees increases. To improve accuracy while keeping high convenience, some studies proposed a sequential fusion scheme in identification which makes a decision each time a user inputs a biometric sample. In this paper, we prove that the likelihood ratio rule, one of the sequential fusion schemes, can minimize the average number of biometric inputs, by proving that it is equivalent to MSPRT (Multi-hypothesis Sequential Probability Ratio Test), a multi-hypothesis test which minimizes the average number of observations, under some conditions.
Keyword (in Japanese) (See Japanese page) 
(in English) biometrics / identification / sequential fusion / likelihood ratio rule / MSPRT / / /  
Reference Info. IEICE Tech. Rep.
Paper #  
Date of Issue  
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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Conference Information
Committee BioX  
Conference Date 2013-08-27 - 2013-08-28 
Place (in Japanese) (See Japanese page) 
Place (in English) The Institute of Scientific and Industrial Research, Osaka Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Biometrics, etc. 
Paper Information
Registration To BioX 
Conference Code 2013-08-BioX 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) On Optimal Sequential Fusion in Biometric Identification 
Sub Title (in English)  
Keyword(1) biometrics  
Keyword(2) identification  
Keyword(3) sequential fusion  
Keyword(4) likelihood ratio rule  
Keyword(5) MSPRT  
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1st Author's Name Takao Murakami  
1st Author's Affiliation Hitachi, Ltd. (Hitachi)
2nd Author's Name Kenta Takahashi  
2nd Author's Affiliation Hitachi, Ltd. (Hitachi)
3rd Author's Name Kanta Matsuura  
3rd Author's Affiliation The University of Tokyo (Univ. Tokyo)
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Speaker
Date Time 2013-08-28 10:00:00 
Presentation Time 30 
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