Segmentation of unideal iris images using game theory

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 2844-2847

  Roy, Kaushik ^a   Suen, Ching Y ^a   Bhattacharya, Prabir ^b  

^a Dept of Electrical and Computer Engineering   (Canada)

^b 705 Engineering Research Center   (United States)

Author keywords

Biometrics; Game theory; Iris segmenttaion; Nash equilibrium

Indexed keywords

DECISION MAKING PROCEDURE; GRADIENT BASED; HEAD ROTATION; IMAGE CONTRASTS; IRIS IMAGES; IRIS RECOGNITION; IRIS SEGMENTTAION; LOCALIZATION METHOD; MOTION BLUR; NASH EQUILIBRIUM; NONLINEAR DEFORMATIONS; NONUNIFORM; PUPIL DILATION; REGION-BASED SEGMENTATION; RESEARCH EFFORTS; UNIFIED APPROACH;

BIOMETRICS; DECISION MAKING; IMAGE SEGMENTATION;

GAME THEORY;

EID: 78149474223     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.697     Document Type: Conference Paper

References (11)

1. J. Daugman, "Demodulation by complex-valued wavelets for stochastic pattern recognition," Internat. J. Wavelets, Multi-Res. and Info. Processing, vol. 1, pp. 1-17, 2003.
2. K. W. Bowyer, K. Hollingsworth, and P. J. Flynn, "Image Understanding for Iris Biometrics: A Survey," Comput. Vis. Image Underst., vol. 110, no. 2, pp. 281-307, 2008.
3. A. Chakraborty, and J. S. Duncan, "Game-Theoretic Integration for Image Segmentation," IEEE Trans. on Pattern Anal. and Machine Intell., vol. 21, no. 1, pp 12-30, 1999.
4. J. Daugman, "New methods in iris recognition," IEEE Trans. on SMC-B, vol. 37, pp. 1167-1175, 2007.
5. M. Vatsa, R. Singh, and A. Noore, "Improving Iris Recognition Performance Using Segmentation, Quality Enhancement, Match Score Fusion, and Indexing," IEEE Trans. Syst., Man, and Cyber. Part-B, vol. 38, no. 4, pp. 1021-1035, 2008.
6. A. Ross, and S. Shah, "Segmenting Non-Ideal Irises using Geodesic Active Contours," Biometric Consortium Conf., IEEE Biometrics sympos., pp. 1-6, 2006.
7. K. Roy, and P. Bhattacharya, "Adaptive Asymmetrical SVM and Genetic Algorithms Based Iris Recognition," Int. Conf. on Pattern Recog., pp. 1-4, 2008.
8. K. Roy and P. Bhattacharya, "Nonideal Iris Recognition Using Variational Level Set Method And Coalitional Game Theory," Int. Conf. on Image Process., pp. 2721-2724, 2009.
9. Iris Challenge Evaluation (ICE) dataset found at http://iris.nist.gov/ ICE/.
10. CASIA-IrisV3 dataset found at http://www.cbsr.ia.ac.cn/IrisDatabase.htm.
11. UBIRIS Version 1 dataset obtained from Dept. of Computer Sci., University of Beira Interior, Portugal. http://iris.di.ubi.pt/.