Iris recognition based on SIFT features

2009 1st IEEE International Conference on Biometrics, Identity and Security, BIdS 2009

Volumn , Issue , 2009, Pages

  Alonso Fernandez, Fernando ^a   Tome Gonzalez, Pedro ^a   Ruiz Albacete, Virginia ^a   Ortega Garcia, Javier ^a  

^a UNIVERSIDAD AUTÓNOMA DE MADRID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRIC METHODS; EQUAL ERROR RATE; FEATURE POINT; IRIS BIOMETRICS; IRIS IMAGES; IRIS PATTERNS; IRIS RECOGNITION; IRIS RECOGNITION SYSTEMS; LOG GABOR WAVELET; MULTIMODAL DATABASE; PERFORMANCE IMPROVEMENTS; POLAR COORDINATE; POPULAR MATCHING; RECOGNITION PERFORMANCE; SCALE INVARIANT; SCALE SPACES; SIFT FEATURE; TEXTURE INFORMATION;

BIOMETRICS; FEATURE EXTRACTION; IMAGE SEGMENTATION; PATTERN RECOGNITION SYSTEMS; WAVELET TRANSFORMS;

SECURITY OF DATA;

EID: 77954979896     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIDS.2009.5507529     Document Type: Conference Paper

References (17)

1. A.K. Jain, A. Ross, and S. Pankanti, "Biometrics: A tool for information security," IEEE Trans. on Information Forensics and Security, vol. 1, pp. 125-143, 2006.
2. A. Jain, R. Bolle, S. Pankanti, Eds., Biometrics - Personal Identification in Networked Society, Kluwer Academic Publishers, 1999.
3. Donald M. Monro, Soumyadip Rakshit, and Dexin Zhang, "DCT-Based iris recognition," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 29, no. 4, pp. 586-595, April 2007.
4. John Daugman, "How iris recognition works," IEEE Transactions on Circuits and Systems for Video Technology, vol. 14, pp. 21-30, 2004.
5. Craig Belcher and Yingzi Du, "Region-based SIFT approach to iris recognition," Optics and Lasers in Engineering, vol. 47, no. 1, pp. 139-147, 2009.
6. K.W. Bowyer, K. Hollingsworth, and P.J. Flynn, "Image understanding for iris biometrics: a survey," Computer Vision and Image Understanding, vol. 110, pp. 281-307, 2008.
7. D. Lowe, "Distinctive image features from scale-invariant key points," Intl Journal of Computer Vision, vol. 60, no. 2, pp. 91-110, 2004.
8. D.R. Kisku, A. Rattani, E. Grosso, and M. Tistarelli, "Face identification by SIFT-based complete graph topology," Proc. IEEE AUTOID, pp. 63-68, 2007.
9. Jun Luo, Yong Ma, Erina Takikawa, Shihong Lao, Masato Kawade, and Bao-Liang Lu, "Person-specific SIFT features for face recognition," Proc. IEEE ICASSP, vol. 2, pp. 593-596, 2007.
10. U. Park, S. Pankanti, and A K. Jain, "Fingerprint verification using SIFT features," Defense and Security Symposium, Biometric Technologies for Human Identification, BTHI, Proc. SPIE, 2008.
11. J. Fierrez, J. Ortega-Garcia, D. Torre-Toledano, J. Gonzalez-Rodriguez, "BioSec baseline corpus: A multimodal biometric database," Pattern Recognition, vol. 40, no. 4, pp. 1389-1392, 2007.
12. Libor Masek, Recognition of human iris patterns for biometric identification, Ph.D. thesis, Technical Report, The school of Computer Science and Software Engineering, The University of Western Australia, 2003.
13. L. Masek and P. Kovesi, "Matlab source code for a biometric identification system based on iris patterns," The School of Computer Science and Software Engineering, The University of Western Australia, 2003.
14. J.R. Matey, O. Naroditsky, K. Hanna, R. Kolczynski, D. LoIacono, S. Mangru, M. Tinker, T. Zappia, and W.Y. Zhao, "Iris on the move: acquisition of images for iris recognition in less constrained environments," Proc. IEEE, vol. 94, no. 11, pp. 1936-1946, 2006.
15. A.K. Jain, K. Nandakumar, and A. Ross, "Score normalization in multimodal biometric systems," Pattern Recognition, vol. 38, no. 12, pp. 2270-2285, December 2005.
16. Y. Chen, S. Dass, and A. Jain, "Localized iris image quality using 2-D wavelets," Proc. International Conference on Biometrics, ICB, vol. Springer LNCS-3832, pp. 373-381, 2006.
17. NIST MBGC, NIST Multiple Biometric Grand Challenge - http://face.nist. gov/mbgc, 2007.