Title
Combining fingerprint matchers based on D-S evidence theory
Abstract
Integration of various fingerprint matching algorithm can improve the performance of a fingerprint verification system. In this paper, we propose a new framework that takes advantage of both minutiae and orientation field. There are two contributions in this scheme: firstly, we use orientation field that costs less computational expense than that of FingerCode with which has been proposed by Jain to integrate minutiae; secondly, D-S evidence theory, which can deal with the uncertainty between two matchers, is advanced to integrate two matchers. Experimental results show that the proposed method can improve the performance of a fingerprint verification system.
Year
DOI
Venue
2006
null
SPPRA
Keywords
Field
DocType
fingerprint,orientation,minutia
Computer vision,Data mining,Pattern recognition,Fingerprint Verification Competition,Minutiae,Computer science,Fingerprint,Artificial intelligence,Blossom algorithm
Conference
Volume
Issue
ISBN
2006
null
0-88986-580-9
Citations 
PageRank 
References 
0
0.34
14
Authors
3
Name
Order
Citations
PageRank
Xuying Zhao1567.39
Yangsheng Wang275066.25
Zhongchao Shi3245.65