Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/991
Title: Palmprint identification using restricted fusion
Authors: Jia, W
Ling, B
Chau, KW 
Heutte, L
Keywords: Palmprint identification
Biometrics
Fusion
Principal lines
Locality Preserving Projections
Issue Date: 15-Nov-2008
Publisher: Elsevier Inc.
Source: Applied mathematics and computation, 15 Nov. 2008, v. 205, no. 2, p. 927-934 How to cite?
Journal: Applied mathematics and computation 
Abstract: In this paper, we propose two palmprint identification schemes using fusion strategy. In the first fusion scheme, firstly, the principal lines of test image is extracted, and matched with that of all training images. Secondly, those training images with large matching scores are selected to construct a small training sub-database. At last, the decision level fusion, combing matching scores of principal lines and Locality Preserving Projections features, has been made for final identification in small training sub-database. From another point of view, it can be seen that the fusion is restricted by the previous results of principal lines matching, so we call it as restricted fusion. The second fusion scheme is similar to the first one. Just the fusion order is changed. The results of experiments conducted on PolyU palmprint database show that the proposed schemes can achieve 100% accurate recognition rate.
URI: http://hdl.handle.net/10397/991
ISSN: 0096-3003
DOI: 10.1016/j.amc.2008.05.024
Rights: Applied Mathematics and Computation © 2008 Elsevier Inc. The journal web site is located at http://www.sciencedirect.com.
Appears in Collections:Journal/Magazine Article

Files in This Item:
File Description SizeFormat 
AMC2.pdfPre-published version239.24 kBAdobe PDFView/Open
Access
View full-text via PolyU eLinks SFX Query
Show full item record

SCOPUSTM   
Citations

23
Last Week
0
Last month
0
Citations as of Jun 3, 2016

WEB OF SCIENCETM
Citations

19
Last Week
0
Last month
0
Citations as of Sep 18, 2016

Page view(s)

633
Last Week
0
Last month
Checked on Sep 18, 2016

Download(s)

627
Checked on Sep 18, 2016

Google ScholarTM

Check

Altmetric



Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.