A fusion approach to unconstrained iris recognition

Pattern Recognition Letters

Volumn 33, Issue 8, 2012, Pages 984-990

  Santos, Gil ^a   Hoyle, Edmundo ^b  

^a UNIVERSITY OF BEIRA INTERIOR   (Portugal)

^b FEDERAL UNIVERSITY OF RIO DE JANEIRO   (Brazil)

Author keywords

Decision fusion; Iris recognition; Nonideal iris images; Unconstrained biometrics

Indexed keywords

DECISION FUSION; DEGRADED IMAGES; DEPLOYED SYSTEMS; IRIS RECOGNITION; NON COOPERATIVE IRIS RECOGNITION; NONIDEAL; RECOGNITION PERFORMANCE; SYSTEM USABILITY; VARYING LIGHTING; VISIBLE WAVELENGTHS;

PATTERN RECOGNITION; SOFTWARE ENGINEERING;

BIOMETRICS;

EID: 84859155602     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2011.08.017     Document Type: Article

References (24)

1. A. Agresti Categorical Data Analysis (Wiley Series in Probability and Statistics) 2002 Wiley Interscience Hoboken, NJ
2. D. Ballard Generalizing the Hough transform to detect arbitrary shapes Pattern Recognition 13 2 1981 111 122 (Pubitemid 11504608)
3. Boles, W.; 1997. A security system based on human iris identification using wavelet transform. In: KES'97: Proc. First Internat. Conf. on Knowledge-Based Intelligent Electronic Systems, vol. 2, pp. 533-541.
4. W. Boles, and B. Boashash A human identification technique using images of the iris and wavelet transform IEEE Trans. Signal Process. 46 4 1998 1185 1188 (Pubitemid 128743857)
5. J. Canny A computational approach to edge detection IEEE Trans. Pattern Anal. Machine Intell. PAMI-8 6 1986 679 698
6. A.B.M. Cantor Understanding logistic regression Evidence-based Oncology 3 2 2002 52 53
7. I. Daubechies Ten Lectures on Wavelets 1992 SIAM
8. J.G. Daugman How iris recognition works IEEE Trans. Circuits Systems Video Technol. 14 1 2004 21 30
9. Daugman, J.; Williams, G.; 1996. A proposed standard for biometric decidability. In: Proceedings of the CardTech/SecureTech Conf.; pp. 223-234.
10. D.W. Hosmer, and S. Lemeshow Applied logistic regression (Wiley Series in probability and statistics) 2000 Wiley-Interscience Publication
11. Hoyle, E.; Feitosa, R.; Petraglia, A.; 2009. Iris recognition using one-dimensional signal analysis. In: Proc. 8th Internat. Seminar on Electrical Metrology.
12. Hoyle, E.; Feitosa, R.; Petraglia, A.; 2010. VIII Semetro Book, EDUFCG: Editora da Universidade Federal de Campina Grande, 2010, pp. 141-161 (Chapter. 8: Robust Iris Segmentation for Biometric Recognition).
13. D.G. Lowe Distinctive image features from scale-invariant keypoints Internat. J. Comput. Vision 60 2004 91 110
14. P.E. Miller, A.W. Rawls, S.J. Pundlik, and D.L. Woodard Personal identification using periocular skin texture SAC'10: Proc. 2010 ACM Symp. on Applied Computing 2010 ACM New York, NY, USA 1496 1500
15. Monwar, M.; Gavrilova, M.; 2008. FES: A system for combining face, ear and signature biometrics using rank level fusion. In: ITNG 2008: Fifth Internat. Conf. on Information Technology: New Generations, pp. 922-927. (Pubitemid 351709727)
16. M. Monwar, and M. Gavrilova Multimodal biometric system using rank-level fusion approach IEEE Trans. Systems Man Cybernet. Part B: Cybernetics 39 4 2009 867 878
17. Park, U.; Ross, A.; Jain, A.; 2009. Periocular biometrics in the visible spectrum: A feasibility study. In: BTAS'09: Proc. IEEE 3rd Internat. Conf. on Biometrics: Theory, Applications, and Systems, 2009, pp. 1-6.
18. M. Pietikainen Image analysis with local binary patterns H. Kalviainen, J. Parkkinen, A. Kaarna, Image Analysis Lecture Notes in Computer Science vol. 3540 2005 Springer Berlin/Heidelberg 115 118 (Pubitemid 41422655)
19. H. Proena, S. Filipe, R. Santos, J. Oliveira, and L.A. Alexandre The ubiris.v2: A database of visible wavelength iris images captured on-the-move and at-a-distance IEEE Trans. Pattern Anal. Machine Intell. 32 2010 1529 1535
20. Santos, G.; Proena, H.; 2010. Iris recognition: Analyzing the distribution of iriscodes concordant bits. In: CISP 2010: Proc. 3rd Internat. Congress on Image and Signal Processing, vol. 4, pp. 1873-1877.
21. M. Savvides, K. Ricanek Jr.; D.L. Woodard, and G. Dozier Unconstrained biometric identification: Emerging technologies Computer 43 2010 56 62
22. M. Sugiyama Local fisher discriminant analysis for supervised dimensionality reduction ICML'06: Proc. 23rd Internat. Conf. on Machine Learning 2006 ACM Press New York, NY, USA 905 912
23. T. Tan, Z. He, and Z. Sun Efficient and robust segmentation of noisy iris images for non-cooperative iris recognition Image Vision Comput. 28 2 2010 223 230
24. Woodard, D.; Pundlik, S.; Miller, P.; Jillela, R.; Ross, A.; 2010. On the fusion of periocular and iris biometrics in non-ideal imagery. In: ICPR 2010: Proc. 20th Internat. Conf. on Pattern Recognition, pp. 201-204.