메뉴 건너뛰기




Volumn 38, Issue 4, 2008, Pages 1021-1035

Improving iris recognition performance using segmentation, quality enhancement, match score fusion, and indexing

Author keywords

Information fusion; Iris indexing; Iris recognition; Mumford Shah curve evolution; Quality enhancement; Support vector machine (SVM)

Indexed keywords

ALGORITHMS; BIOMETRICS; COMMUNICATION CHANNELS (INFORMATION THEORY); FUSION REACTIONS; IMAGE ENHANCEMENT; INDEXING (OF INFORMATION); LEARNING ALGORITHMS; LEARNING SYSTEMS; MATHEMATICAL PROGRAMMING; NUCLEAR PHYSICS; QUALITY CONTROL; REINFORCEMENT; REINFORCEMENT LEARNING; SYSTEMS ENGINEERING; TOPOLOGY;

EID: 49149104526     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2008.922059     Document Type: Article
Times cited : (205)

References (55)
  • 1
    • 0027700869 scopus 로고
    • High confidence visual recognition of persons by a test of statistical independence
    • Nov
    • J. G. Daugman, "High confidence visual recognition of persons by a test of statistical independence," IEEE Trans. Pattern Anal. Mach. Intell., vol. 15, no. 11, pp. 1148-1161, Nov. 1993.
    • (1993) IEEE Trans. Pattern Anal. Mach. Intell , vol.15 , Issue.11 , pp. 1148-1161
    • Daugman, J.G.1
  • 2
    • 0036487317 scopus 로고    scopus 로고
    • The importance of being random: Statistical principles of iris recognition
    • Feb
    • J. G. Daugman, "The importance of being random: Statistical principles of iris recognition," Pattern Recognit., vol. 36, no. 2, pp. 279-291, Feb. 2003.
    • (2003) Pattern Recognit , vol.36 , Issue.2 , pp. 279-291
    • Daugman, J.G.1
  • 3
    • 0022098435 scopus 로고
    • Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters
    • Jul
    • J. G. Daugman, "Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters," J. Opt. Soc. Amer. A, Opt. Image Sci., vol. 2, no. 7, pp. 1160-1169, Jul. 1985.
    • (1985) J. Opt. Soc. Amer. A, Opt. Image Sci , vol.2 , Issue.7 , pp. 1160-1169
    • Daugman, J.G.1
  • 4
    • 0004332937 scopus 로고
    • Biometric personal identification system based on iris analysis,
    • U.S. Patent Number 5 291 560, Mar. 1
    • J. G. Daugman, "Biometric personal identification system based on iris analysis," U.S. Patent Number 5 291 560, Mar. 1, 1994.
    • (1994)
    • Daugman, J.G.1
  • 5
    • 0031236835 scopus 로고    scopus 로고
    • Iris recognition: An emerging biometric technology
    • Sep
    • R. P. Wildes, "Iris recognition: An emerging biometric technology," Proc. IEEE, vol. 85, no. 9, pp. 1348-1363, Sep. 1997.
    • (1997) Proc. IEEE , vol.85 , Issue.9 , pp. 1348-1363
    • Wildes, R.P.1
  • 6
    • 33746224769 scopus 로고    scopus 로고
    • A human identification technique using images of the iris and wavelet transform
    • Apr
    • W. W. Boles and B. Boashash, "A human identification technique using images of the iris and wavelet transform," IEEE Trans. Signal Process., vol. 46, no. 4, pp. 1185-1188, Apr. 1998.
    • (1998) IEEE Trans. Signal Process , vol.46 , Issue.4 , pp. 1185-1188
    • Boles, W.W.1    Boashash, B.2
  • 7
    • 0012200285 scopus 로고    scopus 로고
    • Biometric personal identification based on iris patterns
    • Y. Zhu, T. Tan, and Y. Wang, "Biometric personal identification based on iris patterns," in Proc. IEEE Int. Conf. Pattern Recog., 2000, pp. 2801-2804.
    • (2000) Proc. IEEE Int. Conf. Pattern Recog , pp. 2801-2804
    • Zhu, Y.1    Tan, T.2    Wang, Y.3
  • 10
    • 0141564972 scopus 로고    scopus 로고
    • A novel personal biometric authentication technique using human iris based on fractal dimension features
    • W.-S. Chen and S.-Y. Yuan, "A novel personal biometric authentication technique using human iris based on fractal dimension features," in Proc. Int. Conf. Acoust., Speech, Signal Process., 2003, vol. 3, pp. 201-204.
    • (2003) Proc. Int. Conf. Acoust., Speech, Signal Process , vol.3 , pp. 201-204
    • Chen, W.-S.1    Yuan, S.-Y.2
  • 11
  • 12
    • 0347380865 scopus 로고    scopus 로고
    • Personal identification based on iris texture analysis
    • Dec
    • L. Ma, T. Tan, Y. Wang, and D. Zhang, "Personal identification based on iris texture analysis," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 12, pp. 1519-1533, Dec. 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell , vol.25 , Issue.12 , pp. 1519-1533
    • Ma, L.1    Tan, T.2    Wang, Y.3    Zhang, D.4
  • 13
    • 2942628075 scopus 로고    scopus 로고
    • Efficient iris recognition by characterizing key local variations
    • Jun
    • L. Ma, T. Tan, Y. Wang, and D. Zhang, "Efficient iris recognition by characterizing key local variations," IEEE Trans. Image Process., vol. 13, no. 6, pp. 739-750, Jun. 2004.
    • (2004) IEEE Trans. Image Process , vol.13 , Issue.6 , pp. 739-750
    • Ma, L.1    Tan, T.2    Wang, Y.3    Zhang, D.4
  • 16
    • 6444240127 scopus 로고    scopus 로고
    • Two different approaches for iris recognition using Gabor filters and multiscale zero-crossing representation
    • Feb
    • C. Sanchez-Avila and R. Sanchez-Reillo, "Two different approaches for iris recognition using Gabor filters and multiscale zero-crossing representation," Pattern Recognit., vol. 38, no. 2, pp. 231-240, Feb. 2005.
    • (2005) Pattern Recognit , vol.38 , Issue.2 , pp. 231-240
    • Sanchez-Avila, C.1    Sanchez-Reillo, R.2
  • 17
    • 49149085675 scopus 로고    scopus 로고
    • Reducing false rejection rate in iris recognition by quality enhancement and information fusion,
    • M.S. thesis, West Virginia Univ, Morgantown, WV
    • M. Vatsa, "Reducing false rejection rate in iris recognition by quality enhancement and information fusion," M.S. thesis, West Virginia Univ., Morgantown, WV, 2005.
    • (2005)
    • Vatsa, M.1
  • 18
    • 33947520892 scopus 로고    scopus 로고
    • Reducing the false rejection rate of iris recognition using textural and topological features
    • M. Vatsa, R. Singh, and A. Noore, "Reducing the false rejection rate of iris recognition using textural and topological features," Int. J. Signal Process., vol. 2, no. 1, pp. 66-72, 2005.
    • (2005) Int. J. Signal Process , vol.2 , Issue.1 , pp. 66-72
    • Vatsa, M.1    Singh, R.2    Noore, A.3
  • 19
    • 24044498956 scopus 로고    scopus 로고
    • Coarse iris classification using box-counting to estimate fractal dimensions
    • Nov
    • L. Yu, D. Zhang, K. Wang, and W. Yang, "Coarse iris classification using box-counting to estimate fractal dimensions," Pattern Recognit., vol. 38, no. 11, pp. 1791-1798, Nov. 2005.
    • (2005) Pattern Recognit , vol.38 , Issue.11 , pp. 1791-1798
    • Yu, L.1    Zhang, D.2    Wang, K.3    Yang, W.4
  • 20
    • 24644445076 scopus 로고    scopus 로고
    • Biometric iris recognition system using a fast and robust iris localization and alignment procedure
    • Jan
    • B. Ganeshan, D. Theckedath, R. Young, and C. Chatwin, "Biometric iris recognition system using a fast and robust iris localization and alignment procedure," Opt. Lasers Eng., vol. 44, no. 1, pp. 1-24, Jan. 2006.
    • (2006) Opt. Lasers Eng , vol.44 , Issue.1 , pp. 1-24
    • Ganeshan, B.1    Theckedath, D.2    Young, R.3    Chatwin, C.4
  • 22
    • 33947543501 scopus 로고    scopus 로고
    • Toward noncooperative iris recognition: A classification approach using multiple signatures
    • Apr
    • H. Proenca and L.A. Alexandre, "Toward noncooperative iris recognition: A classification approach using multiple signatures," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 4, pp. 607-612, Apr. 2007.
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell , vol.29 , Issue.4 , pp. 607-612
    • Proenca, H.1    Alexandre, L.A.2
  • 25
    • 33846221554 scopus 로고    scopus 로고
    • Iris recognition for partially occluded images: Methodology and sensitivity analysis
    • Jan, Article ID 36751
    • A. Poursaberi and B. N. Araabi, "Iris recognition for partially occluded images: Methodology and sensitivity analysis," EURASIP J. Adv. Signal Process., vol. 2007, no. 1, p. 20, Jan. 2007. Article ID 36751.
    • (2007) EURASIP J. Adv. Signal Process , vol.2007 , Issue.1 , pp. 20
    • Poursaberi, A.1    Araabi, B.N.2
  • 27
    • 49149105762 scopus 로고    scopus 로고
    • Online
    • Online. http://iris.di.ubi.pt/
  • 28
    • 41949091158 scopus 로고    scopus 로고
    • Image understanding for iris biometrics: A survey
    • to be published, DOI:10.1016/j.cviu.2007.08.005
    • K. W. Bowyer, K. Hollingsworth, and P. J. Flynn, "Image understanding for iris biometrics: A survey," Comput. Vis. Image Underst., 2008. DOI:10.1016/j.cviu.2007.08.005, to be published.
    • Comput. Vis. Image Underst , vol.2008
    • Bowyer, K.W.1    Hollingsworth, K.2    Flynn, P.J.3
  • 29
    • 34447305510 scopus 로고    scopus 로고
    • Improving verification accuracy by synthesis of locally enhanced biometric images and deformable model
    • Nov
    • R. Singh, M. Vatsa, and A. Noore, "Improving verification accuracy by synthesis of locally enhanced biometric images and deformable model," Signal Process., vol. 87, no. 11, pp. 2746-2764, Nov. 2007.
    • (2007) Signal Process , vol.87 , Issue.11 , pp. 2746-2764
    • Singh, R.1    Vatsa, M.2    Noore, A.3
  • 31
    • 49149123771 scopus 로고    scopus 로고
    • [Online]. http://iris.nist.gov/ice/ICE Home.htm
  • 32
    • 35148835074 scopus 로고    scopus 로고
    • New methods in iris recognition
    • Oct
    • J. Daugman, "New methods in iris recognition," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 37, no. 5, pp. 1168-1176, Oct. 2007.
    • (2007) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.37 , Issue.5 , pp. 1168-1176
    • Daugman, J.1
  • 34
    • 0038343934 scopus 로고    scopus 로고
    • Information fusion in biometrics
    • Sep
    • A. Ross and A. K. Jain, "Information fusion in biometrics," Pattern Recognit. Lett., vol. 24, no. 13, pp. 2115-2125, Sep. 2003.
    • (2003) Pattern Recognit. Lett , vol.24 , Issue.13 , pp. 2115-2125
    • Ross, A.1    Jain, A.K.2
  • 37
    • 50249182897 scopus 로고    scopus 로고
    • Segmenting non-ideal irises using geodesic active contours
    • A. Ross and S. Shah, "Segmenting non-ideal irises using geodesic active contours," in Proc. Biometric Consortium Conf., 2006, pp. 1-6.
    • (2006) Proc. Biometric Consortium Conf , pp. 1-6
    • Ross, A.1    Shah, S.2
  • 39
    • 49149099879 scopus 로고    scopus 로고
    • X. Liu, Optimizations in Iris Recognition, Ph.D. dissertation, Univ. Notre Dame, Notre Dame, IN, 2006.
    • X. Liu, "Optimizations in Iris Recognition," Ph.D. dissertation, Univ. Notre Dame, Notre Dame, IN, 2006.
  • 40
    • 0035425439 scopus 로고    scopus 로고
    • Curve evolution implementation of the Mumford-Shah functional for image segmentation, denoising, interpolation, and magnification
    • Aug
    • A. Tsai, A. Yezzi, Jr., and A. Willsky, "Curve evolution implementation of the Mumford-Shah functional for image segmentation, denoising, interpolation, and magnification," IEEE Trans. Image Process., vol. 10, no. 8, pp. 1169-1186, Aug. 2001.
    • (2001) IEEE Trans. Image Process , vol.10 , Issue.8 , pp. 1169-1186
    • Tsai, A.1    Yezzi Jr., A.2    Willsky, A.3
  • 41
    • 0035248865 scopus 로고    scopus 로고
    • Active contours without edges
    • Feb
    • T. Chan and L. Vese, "Active contours without edges," IEEE Trans. Image Process., vol. 10, no. 2, pp. 266-277, Feb. 2001.
    • (2001) IEEE Trans. Image Process , vol.10 , Issue.2 , pp. 266-277
    • Chan, T.1    Vese, L.2
  • 42
    • 0029255247 scopus 로고
    • Shape modeling with front propagation: A level set approach
    • Feb
    • R. Malladi, J. Sethian, and B. Vemuri, "Shape modeling with front propagation: A level set approach," IEEE Trans. Pattern Anal. Mach. Intell., vol. 17, no. 2, pp. 158-175, Feb. 1995.
    • (1995) IEEE Trans. Pattern Anal. Mach. Intell , vol.17 , Issue.2 , pp. 158-175
    • Malladi, R.1    Sethian, J.2    Vemuri, B.3
  • 45
    • 17444371247 scopus 로고    scopus 로고
    • A tutorial on v-support vector machines
    • Mar./Apr
    • P.-H. Chen, C.-J. Lin, and B. Schlkopf, "A tutorial on v-support vector machines," Appl. Stoch. Models Bus. Ind., vol. 21, no. 2, pp. 111-136, Mar./Apr. 2005.
    • (2005) Appl. Stoch. Models Bus. Ind , vol.21 , Issue.2 , pp. 111-136
    • Chen, P.-H.1    Lin, C.-J.2    Schlkopf, B.3
  • 47
    • 37649008257 scopus 로고    scopus 로고
    • SVM based adaptive biometric image enhancement using quality assessment
    • B. Prasad and S. R. M. Prasanna, Eds. New York: Springer-Verlag, ch. 16, pp
    • R. Singh, M. Vatsa, and A. Noore, "SVM based adaptive biometric image enhancement using quality assessment," in Speech, Audio, Image and Biomedical Signal Processing Using Neural Networks, B. Prasad and S. R. M. Prasanna, Eds. New York: Springer-Verlag, 2008, ch. 16, pp. 351-372.
    • (2008) Speech, Audio, Image and Biomedical Signal Processing Using Neural Networks , pp. 351-372
    • Singh, R.1    Vatsa, M.2    Noore, A.3
  • 48
    • 0023492118 scopus 로고
    • Relations between the statistics of natural images and the response properties of cortical cells
    • Dec
    • D. J. Field, "Relations between the statistics of natural images and the response properties of cortical cells," J. Opt. Soc. Amer. A, Opt. Image Sci., vol. 4, no. 12, pp. 2379-2394, Dec. 1987.
    • (1987) J. Opt. Soc. Amer. A, Opt. Image Sci , vol.4 , Issue.12 , pp. 2379-2394
    • Field, D.J.1
  • 50
    • 1842689656 scopus 로고    scopus 로고
    • Classification of color textures by Gabor filtering
    • C. Palm and T. M. Lehmann, "Classification of color textures by Gabor filtering," Mach. Graph. Vis., vol. 11, no. 2/3, pp. 195-219, 2002.
    • (2002) Mach. Graph. Vis , vol.11 , Issue.2-3 , pp. 195-219
    • Palm, C.1    Lehmann, T.M.2
  • 51
    • 0000929221 scopus 로고
    • What is the goal of sensory coding?
    • Jul
    • D. J. Field, "What is the goal of sensory coding?" Neural Comput. vol. 6, no. 4, pp. 559-601, Jul. 1994.
    • (1994) Neural Comput , vol.6 , Issue.4 , pp. 559-601
    • Field, D.J.1
  • 53
    • 34447298196 scopus 로고    scopus 로고
    • An implementation training dual-nu support vector machines
    • L. Qi, K. L. Teo, and X. Yang, Eds. Norwell, MA: Kluwer
    • H. G. Chew, C. C. Lim, and R. E. Bogner, "An implementation training dual-nu support vector machines," in Optimization and Control with Applications, L. Qi, K. L. Teo, and X. Yang, Eds. Norwell, MA: Kluwer, 2005.
    • (2005) Optimization and Control with Applications
    • Chew, H.G.1    Lim, C.C.2    Bogner, R.E.3
  • 54
    • 49149105244 scopus 로고    scopus 로고
    • Indexing techniques for fingerprint and iris databases,
    • M.S. thesis, West Virginia Univ, Morgantown, WV
    • R. Mukherjee, "Indexing techniques for fingerprint and iris databases," M.S. thesis, West Virginia Univ., Morgantown, WV, 2007.
    • (2007)
    • Mukherjee, R.1
  • 55
    • 49149106568 scopus 로고    scopus 로고
    • Available
    • [Online].Available: http://www.cbsr.ia.ac.cn/IrisDatabase/ irisdatabase.php


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.