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Reseach Article

Palm print Classification based on inter-Distal Region Texture features

by Dhananjay D.m, C. V. Guru Rao, I. V. Muralikrishna
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 47 - Number 6
Year of Publication: 2012
Authors: Dhananjay D.m, C. V. Guru Rao, I. V. Muralikrishna
10.5120/7191-9948

Dhananjay D.m, C. V. Guru Rao, I. V. Muralikrishna . Palm print Classification based on inter-Distal Region Texture features. International Journal of Computer Applications. 47, 6 ( June 2012), 11-15. DOI=10.5120/7191-9948

@article{ 10.5120/7191-9948,
author = { Dhananjay D.m, C. V. Guru Rao, I. V. Muralikrishna },
title = { Palm print Classification based on inter-Distal Region Texture features },
journal = { International Journal of Computer Applications },
issue_date = { June 2012 },
volume = { 47 },
number = { 6 },
month = { June },
year = { 2012 },
issn = { 0975-8887 },
pages = { 11-15 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume47/number6/7191-9948/ },
doi = { 10.5120/7191-9948 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:41:10.608826+05:30
%A Dhananjay D.m
%A C. V. Guru Rao
%A I. V. Muralikrishna
%T Palm print Classification based on inter-Distal Region Texture features
%J International Journal of Computer Applications
%@ 0975-8887
%V 47
%N 6
%P 11-15
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Palm print is a widely accepted biometric trait for authentication due to clarity in discriminating the features of palm such as large distance among non-class samples as well as minimum distance between intra-class samples. Area beneath the finger and enclosed by heart line is called as tri-radiated region or inter-distal region. This specific area of palm contains features which are unique and universally discriminating. In this paper we present a simple method to extract ridges in tri-radiated section also called as inter-distal region of palm. Different orientation of ridges extracted from inter-distal region appears as a fine texture. We use these fine textures for validating samples of Palm print. Reduction in size of the image, it's optimal storage, retrieval, computational efficiency without compromising the fine features of the palm sample and use of simple discriminating features to validate a given palm sample has motivated this paper. The results confirm the proposed methodology in this paper is most efficient one.

References
  1. A. K. Jain, R. Bolle, and S. Pankanti "Biometrics: Personal Identification in Networked Society", Kluwer Academic, 1999.
  2. D. Zhang, A. W. Kong, J. You and M. Wong "Online Palmprint Identification," IEEE Trans. PAMI, vol. 25, No. 9, Sept. 2003 PP. 1041-1050.
  3. H. V. Alexander ,"Classifying Palm Prints", Charles C. Thomas Publication, Illinois, 1973 162 Pages.
  4. N. Duta, A. K. Jain, and K. V. Mardia, "Matching of Palmprint", Pattern Recognition Letters, vol. 23, no. 4, 2001 PP 477-485.
  5. Gonzalez, Woods "Digital Image Processing" 3rd Edition Eastern Economy Publication
  6. A. K Jain, Feng, J. J "Latent Palmprint Matching", PAMI Vol. 31, No. 6, June 2009, PP. 1032-1047.
  7. Rafal Kozik and Michal Chora "Combined Shape and Texture Information for Palmprint Biometrics" Journal of Information Assurance and Security vol. 5 2010 PP 60-66.
  8. Ghandehari, Azadeh, Safabakhsh,"Palmprint verification Using Circular GaborFilter", ICB09 PP 675-684.
  9. Hans G. Feichtinger, Thomas Strohmer,"Gabor Analysis and Algorithms", Birkhäuser, 1998; ISBN 0817639594.
  10. C. H. Chen, L. F. Pau,P. S. P. Wang "The Handbook of Pattern Recognition and Computer Vision", 2nd Edition pp. 207-248, World Scientific Publishing Co. , 1998.
  11. Manesh Kokare, P. K. Biswas, and B. N. Chatterji "Rotation-Invariant Texture Image Retrieval Using Rotated Complex Wavelet Filters", IEEE Transactions On Systems, Man and Cybernetics-Part B: Cybernetics, Vol. 36, No. 6, Dec. 2006, PP 1273-1282.
  12. Richard O. Duda, Peter E. Hart "Pattern Classification", 2nd Edition, Wiley Publication.
Index Terms

Computer Science
Information Sciences

Keywords

Inter-distal Region Tri-radiated Section Low Pass Filter Gabor Filter Texture Feature Manhattan Distance