Visualization and Intelligent Systems Laboratory
VISLab

 

 

Contact Information

VISLab
Winston Chung Hall Room 216
University of California, Riverside
900 University Avenue
Riverside, CA 92521-0425


Tel: (951)-827-3954

CRIS
Bourns College of Engineering
UCR
NSF IGERT on Video Bioinformatics

UCR Collaborators:
CSE
ECE
ME
STAT
PSYC
ENTM
BIOL
BPSC
ECON
MATH
BIOENG
MGNT

Other Collaborators:
Keio University

Other Activities:
IEEE Biometrics Workshop 2014
IEEE Biometrics Workshop 2013
Worshop on DVSN 2009
Multibiometrics Book

Webmaster Contact Information:
Alex Shin
wshin@ece.ucr.edu

Last updated: July 1, 2017

 

 

Feature extraction in fingerprint images by learning templates

Presented by: Xuejun Tan

ABSTRACT : Most current techniques utilize complex preprocessing and postprocessing methods in fingerprint feature extraction. And all these methods heavily depend on many experimental parameters. In this presentation, I proposed a learning algorithm, whcih is based on GAs, to characterizes the features in fingerprint recognition. The performance of the learning algorithm is evaluted by so called 'Goodness Value' and the performance of a identification algorithm. Experimental results show that the proposed algorithm is robust and efficient, it can avoid complex preprocessing and postprocessing.