HOME > Abstract

[PDF Full Text (784KB)]

Efficient Iris Recognition through Improvement of Feature Vector and Classifier
Shinyoung Lim , Kwanyong Lee , Okhwan Byeon , and Taiyun Kim
Abstract :	In this paper, we propose an efficient method for personal identification by analyzing iris patterns that have a high level of stability and distinctiveness. To improve the efficiency and accuracy of the proposed system, we present a new approach to makin
Key word :	Iris recognition, feature extraction, winner selection algorithm
DOI :	http://dx.doi.org/10.4218/etrij.01.0101.0203
Cite this :	Shinyoung Lim, Kwanyong Lee, Okhwan Byeon, and Taiyun Kim, "Efficient Iris Recognition through Improvement of Feature Vector and Classifier," ETRI Journal, vol. 23, no. 2, June 2001, pp. 61-70. http://dx.doi.org/10.4218/etrij.01.0101.0203
References :	1. Adler F. H., Physiology of the Eye: Clinical Application, The C. V. Mosby Company, 1965. 2. Hallinan P. W., "Recognizing Human Eyes", SPIE Proc. Geometric Methods in Computer Vision, 1570, 1991, pp. 214-226. 3. Flom L. and Safir A., "Iris recognition system," U.S. Patent 4 641 349, 1987. 4. John G. Daugman, "High Confidence Visual Recognition of Persons by a Test of Statistical Independence", IEEE Trans. on Pattern Analysis and Machine Intelligence, 15(11), 1993, pp. 1148-1161. 5. Williams, G.O., "Iris Recognition Technology", IEEE Aerospace and Electronics Systems Magazine, 12(4), 1997, pp.23-29. 6. Wildes, R.P., "Iris Recognition: An Emerging Biometric Technology", Proc. of the IEEE, 85(9), 1997, pp.1348-1363. 7. Wildes, R.P., Asmuth, J.C. et al., "A System for Automated Iris Recognition", Proc. of the Second IEEE Workshop on Applications of Computer Vision, 1994, pp.121-128. 8. Boles, W.W. and Boashash, B., "A Human Identification Technique Using Images of the Iris and Wavelet Transform", IEEETrans. on Signal Processing, 46(4), 1998, pp.1185-1188. 9. Randy K. Young, Wavelet Theory and Its Application, Kluwer Academic Publisher, 1992. 10. Rioul O. and Vetterli M., "Wavelet and Signal Processing", IEEE Signal Processing Magazine, October 1981, pp. 14-38. 11. Gilbert Strang, Truong Nguyen, Wavelets and Filter Banks, Wellesley-Cambridge Press, 1996. 12. Fausset L., Fundamentals of Neural Networks, Prentice Hall, 1994. 13. Kohonen T., The Self-organization and Associate Memory, Springer-Verlag, 1985. 14. Ilgu Yun et al., "Extraction of Passive Device Model Parameters Using Genetic Algorithms", ETRI J., Vol. 22, No.1, 2000, pp.38-46. 15. Sang-Mi Lee, Hee-Jung Bae, and Sung-Hwan Jung, "Efficient Content-based Image Retrieval Methods using Color and Texture", ETRI J., Vol.20, No.3, 1998, pp.272-283. 16. Young-Sum Kim et al., "Development of Content-based Trademark Retrieval System on the World Wide Web", ETRI J., Vol.21, No.1, 1999, pp.40-53.
Reader   Evaluation :	Important   Innovative   Insightful   Useful

This article has been downloaded 5,871 times.

ETRI Journal Vol.23, No.2

Regular Papers

	MPEG-7 Homogeneous Texture Descriptor
	Yong Man Ro, Munchurl Kim, Ho Kyung Kang, B.S. Manjunath, and Jinwoong Kim ETRI Journal, vol.23, no.2, June 2001, pp.41-51 http://dx.doi.org/10.4218/etrij.01.0101.0201
	A Medium Access Control Protocol for Voice/Data Integrated Wireless CDMA Systems
	In-Taek Lim ETRI Journal, vol.23, no.2, June 2001, pp.52-60 http://dx.doi.org/10.4218/etrij.01.0101.0202
	Efficient Iris Recognition through Improvement of Feature Vector and Classifier
	Shinyoung Lim, Kwanyong Lee, Okhwan Byeon, and Taiyun Kim ETRI Journal, vol.23, no.2, June 2001, pp.61-70 http://dx.doi.org/10.4218/etrij.01.0101.0203
	Analysis of Electromagnetic Characteristics of a Grounded Slab and a Parallel-Plate Structure using the SDDI Technique
	Jaehoon Choi, and Sungtek Kahng ETRI Journal, vol.23, no.2, June 2001, pp.71-76 http://dx.doi.org/10.4218/etrij.01.0101.0204
	Dynamic Power Supply Current Testing for Open Defects in CMOS SRAMs
	Doe-Hyun Yoon, Hong-Sik Kim, and Sungho Kang ETRI Journal, vol.23, no.2, June 2001, pp.77-84 http://dx.doi.org/10.4218/etrij.01.0101.0205
	Surface Fairing with Boundary Continuity Based on the Wavelet Transform
	Joohyung Cho, Tae-wan Kim, and Kunwoo Lee ETRI Journal, vol.23, no.2, June 2001, pp.85-96 http://dx.doi.org/10.4218/etrij.01.0101.0206