Abstract
The paper presents a novel algorithm for iris segmentation in eye images taken under visible and near infrared light. Then, a novel iris feature extraction technique is proposed for high performance iris recognition. We use one dimensional circular profile to represent iris features. The reduced and significant features afterward are extracted by Sobel operator and 1-D wavelet transform.
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References
Daugman JG (1993) High confidence visual recognition of persons by a test of statistical independence. IEEE Trans Pattern Anal Mach Intell 15:1148–1161
Maltoni D, Maio D, Jain AK, Prabhakar S (2003) Handbook of fingerprint recognition. Springer, New York, pp 301–307
Juels A, Wattenberg MA (1999) Fuzzy commitment scheme. In: ACM Conference on Computer and Communications Security, CCS 1999
Davida G, Frankel Y, Matt BJ (1998) On enabling secure applications through off-line biometrics identification. In: Proceedings of the IEEE symposium on privacy and security, pp 148–157
Gonzalez RC, Woods RE (2002) Digital image processing, 2nd edn. Prentice-Hall, NJ
Wildes RP (1997) Iris recognition: an emerging biometric technology. Proc IEEE 85(9):1348–1363
Ma L, Tan T, Wang Y (2002) Iris recognition using circular symmetric filters. In: Processing of the 16th international conference on pattern recognition, vol 2, pp 414–417
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Liu, J., Liu, T.t., Chen, B.r. (2014). A Novel Iris Verification System Based on Feature Extraction. In: Jia, L., Liu, Z., Qin, Y., Zhao, M., Diao, L. (eds) Proceedings of the 2013 International Conference on Electrical and Information Technologies for Rail Transportation (EITRT2013)-Volume I. Lecture Notes in Electrical Engineering, vol 287. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-53778-3_43
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DOI: https://doi.org/10.1007/978-3-642-53778-3_43
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