Iris recognition with support vector machines

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3832 LNCS, Issue , 2006, Pages 486-492

  Roy, Kaushik ^a   Bhattacharya, Prabir ^a  

^a University of Concordia   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; EDGE DETECTION; FEATURE EXTRACTION; NEURAL NETWORKS; WAVELET TRANSFORMS;

CANNY'S EDGE DETECTION; EYELASH DETECTION; GABOR WAVELET TECHNIQUE; HOUGH TRANSFORM; IRIS RECOGNITION SYSTEM; SUPPORT VECTOR MACHINE (SVM);

PATTERN RECOGNITION;

EID: 33744964716     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Conference Paper

References (10)

1. J. Daugman, "How iris recognition works", Proc. of the IEEE Internat. Conf. on Image Processing, Vol. 1, pp. 33-36, 2002.
2. J. Daugman, "High Confidence Visual Recognition of Persons by a Test of Statistical Independence", IEEE Trans. on Pattem Analysis and Machine Intelligence, Vol. 15, No.11, pp.1148-1161, 1993.
3. J. Daugman, "Complete Discrete 2-D Gabor Transforms by Neural Network for Image Analysis and Compression", IEEE Trans. Acoust., Speech, Signal Processing, Vol. 36, No. 7, pp 1169-1179, 1988.
4. R. Wildes, "Iris Recognition: An Emerging Biometric Technology", Proc. of the IEEE, Vol. 85, No. 9, pp. 1348-1363, 1997.
5. R. Bolle, J. Connell, S. Pankanti, N. Ratha, and A. Senior, "Guide to Biometrics", Springer, New York, 2003.
6. W. Kong, and D. Zhang, "Accurate Iris Segmentation Based on Novel Reflection and Eyelash Detection Model". Proc. of Internat. Sympos. On Intelligent Multimedia, Video and Speech Processing, Hong Kong, 2001.
7. W. Kong, and D. Zhang, "Detecting Eyelash and Reflections for Accurate Iris Segmentation", Internat. Journal of Pattern Recognition and Artificial Intelligence, Vol. 17, No. 6 pp 1025-1034, 2003.
8. S. Yoon, S. Choi, S. Cha, Y. Lee, and C. Tappert, "On the Individuality of Iris Biometric", ICGST Internat. Journal. On Graphics, Vision and Image Processing, Vol. 5, 2005.
9. Y. Wang, and J. Han, "Iris Recognition Using Support Vector Machines", IEEE Internet. Sympos. on Neural Network, Dalian, China, 2004.
10. N. Cristianini and J. Shawe Taylor, "An Introduction to Support Vector Machines", Cambridge University press, New York, 2000.