Iris feature extraction using independent component analysis

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

Volumn 2688, Issue , 2003, Pages 838-844

  Bae, Kwanghyuk ^a   Noh, Seungin ^a   Kim, Jaihie ^a  

^a Yonsei University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BIOMETRICS; EXTRACTION; FACE RECOGNITION; FEATURE EXTRACTION; MATHEMATICAL TRANSFORMATIONS; VECTOR SPACES; VECTORS;

CONVENTIONAL METHODS; EQUAL ERROR RATE; FEATURE EXTRACTION ALGORITHMS; INDEPENDENT COMPONENT ANALYSIS(ICA); IRIS FEATURE EXTRACTION; IRIS RECOGNITION; LINEAR TRANSFORM; SPATIAL LOCATION;

INDEPENDENT COMPONENT ANALYSIS;

EID: 35248835190     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44887-x_97     Document Type: Article

References (7)

1. Anil K. Jain: Biometrics:Personal Identification in Networked Society, kluwer academic publishers, 1998.
2. Smart Cards and Biometrics in Privacy-Sensitve Secure Personal Identification Systems. A Smart Card Alliance White Paper, May 2002
3. John G. Daugman: High confidence visual recognition of personals by a test of statistical independence. IEEE Trans. Pattern Anal. Machine Intell., Vol. 15, no. 11, pp.1148-1160, November 1993.
4. Richard P. Wildes: Iris Recognition: An Emerging Biometric Technology. Proceedings of The IEEE, Vol. 85, No. 9, pp.1348-1363, September 1997.
5. W. W. Boles and B. Boashash: A human Identification Technique Using Images of the Iris and Wavelet Transform. IEEE Transactions On Signal Processing, Vol. 46, no. 4, pp. 1185-1188, April 1998.
6. A. Hyvarinen, and E. Oja: Independent component analysis. Wiley. 2001.
7. A. Hyvarinen: Fast and Robust Fixed-Point Algorithms for Independent Component Analysis. IEEE Transactions on Neural Networks Vol. 10, no. 3, pp. 626-634, 1999.