Fingerprint classification based on genetic programming

ICCET 2010 - 2010 International Conference on Computer Engineering and Technology, Proceedings

Volumn 6, Issue , 2010, Pages

  Hu, Jiaojiao ^a   Xie, Mei ^a  

^a UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

Biometrics; BP network; Fingerprint classification; Genetic programming; SVM

Indexed keywords

BP NETWORKS; CLASSIFICATION ACCURACY; CLASSIFICATION ERRORS; COMPUTATION EFFICIENCY; DATA SETS; FINGERPRINT CLASSIFICATION; FINGERPRINT IMAGES; NOVEL ALGORITHM; PRIOR KNOWLEDGE; SVM; SVM CLASSIFIERS;

ALGORITHMS; ARCHES; BACKPROPAGATION; BIOMETRICS;

GENETIC PROGRAMMING;

EID: 77958048882     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCET.2010.5486315     Document Type: Conference Paper

References (11)

1. Lin Hong. Fingerprint Image Enhancement: Algorithm and Performance Evaluation. IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 20, No. 8, August 1998.
2. A. Georgieva and I. Jordanov, "Intelligent Visual Recognition and classification of Cork Tiles with Neural Networks", IEEE Trans. Neural networks, 2009
3. Federal Bureau of investigation, "The science of fingerprints: classification and uses", U.S Government printing office, Washington D.C, 1984.
4. R. Cappelli, et al Fingerprint Classification by Directional Image Partitioning. IEEE Transactions on Pattern Analysis and Machine Intelligence, 21(5): 402-421, May 1999.
5. Anil K. Jain, Salil Prabhakar, Lin Hong, A Multichannel Approach to Fingerprint Classification. IEEE Trans. Pattern Analysis and Machine Intelligence, 1999.
6. Meltemp Ballan, F. Ayhan Sakarya & Brian L. Evans, "A Fingerprint Classification Technique Using Directional Images", IEEE, 1998
7. K. Karu & A. Jain, "Fingerprint Classification", Pattern Recognition, vol. 29 no 3, pp. 389-404, 1996.
8. Andrew Senior. A combination fingerprint classifier. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol 23, No 10, October 2001.
9. G.T Candela, P.J Grother & C.I Watson & R.A Wilkinson & C.L Wilson, "PCASYS - A Pattern Classification Automation System for Fingerprints", NIST Internal Report, no 5647.
10. J. R. Koza, Genetic Programming II: Automatic Discovery of Reusable Programs. Cambridge, MA: MIT Press, 1994.
11. Xuejun Tan, Bir Bhanu & Yingqiang Lin, Fingerprint Classification Based on Learned Features. IEEE Trans on systems, man, and cybernetics, 2005.