Proceedings of the 2nd International Symposium on Computer, Communication, Control and Automation

A Novel Two stage Cascading Algorithm for Fingerprint Recognition

Authors
Xuying Zhao, Xiaokun Zhang, Huamin Feng, Geng Zhao, Kejun Zhang, Rong Qian
Corresponding Author
Xuying Zhao
Available Online April 2013.
DOI
10.2991/3ca-13.2013.76How to use a DOI?
Keywords
fingerprint recognition; cascading; minutiae; orientation; information fusion
Abstract

A novel two stage cascading algorithm for fingerprint recognition is proposed combining minutiae based classifier with orientation based classifier. Fingerprint images are classified at the first stage by using the minutiae based method presented in this paper. At the second stage, there is a small probability in application that both the results of minutiae and orientation based matchers are utilized as inputs of the higher stage classification system. Experiments have been conducted on public database of fingerprint images and the results reveal that the approach described in this paper can achieve good performance with higher accuracy and better efficiency.

Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2nd International Symposium on Computer, Communication, Control and Automation
Series
Advances in Intelligent Systems Research
Publication Date
April 2013
ISBN
978-90786-77-91-8
ISSN
1951-6851
DOI
10.2991/3ca-13.2013.76How to use a DOI?
Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Xuying Zhao
AU  - Xiaokun Zhang
AU  - Huamin Feng
AU  - Geng Zhao
AU  - Kejun Zhang
AU  - Rong Qian
PY  - 2013/04
DA  - 2013/04
TI  - A Novel Two stage Cascading Algorithm for Fingerprint Recognition
BT  - Proceedings of the 2nd International Symposium on Computer, Communication, Control and Automation
PB  - Atlantis Press
SP  - 305
EP  - 308
SN  - 1951-6851
UR  - https://doi.org/10.2991/3ca-13.2013.76
DO  - 10.2991/3ca-13.2013.76
ID  - Zhao2013/04
ER  -