Cancelable biometrics technique for iris recognition

Iris recognition is one of the most reliable biometrics for identification purpose in terms of reliability and accuracy. Hence, in this research the integration of cancelable biometrics features for iris recognition using encryption and decryption non-invertible transformation is proposed. Here, the biometric data is protected via the proposed cancelable biometrics method. The experimental results showed that the recognition rate achieved is 99.9% using Bath-A dataset with a maximum decision criterion of 0.97 along with acceptable processing time.

[1]  Anil K. Jain,et al.  Biometric Recognition : An Overview , 2012 .

[2]  J. S. Shah,et al.  Performace Analysis of Encryption and Decryption Using Genetic Based Cancelable Non-invertible Fingerprint Based Key in MANET , 2012, 2012 International Conference on Communication Systems and Network Technologies.

[3]  T. Munich,et al.  Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks , 2008, NIPS.

[4]  Bernadette Dorizzi,et al.  Introduction to Biometrics , 2013 .

[5]  Julian Ashbourn Biometrics in the New World: The Cloud, Mobile Technology and Pervasive Identity , 2014 .

[6]  John Daugman,et al.  New Methods in Iris Recognition , 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[7]  Richa Singh,et al.  Iris recognition under alcohol influence: A preliminary study , 2012, 2012 5th IAPR International Conference on Biometrics (ICB).

[8]  K. Kanagalakshmi,et al.  Cancelable biometric template generation and protection schemes: A review , 2011, 2011 3rd International Conference on Electronics Computer Technology.

[9]  Nooritawati Md Tahir,et al.  Enhancement of pupil detection and performance comparison based on different iris pattern , 2013, 2013 IEEE Symposium on Industrial Electronics & Applications.

[10]  Andreas Uhl,et al.  A survey on biometric cryptosystems and cancelable biometrics , 2011, EURASIP J. Inf. Secur..