Effective Privacy-Preserving Iris Recognition

2019 IEEE 4th International Conference on Image, Vision and Computing (ICIVC)(2019)

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摘要
The patterns of the structure of the irises are differed and unique to every single person. Any biometric authentication approach should consist of three requirements. They are non-invertibility, non-linkability, and revocability. By following feature transformation techniques, we propose an effective biometric recognition system for iris templates based on XOR function, while protecting the privacy of iris templates as well as above requirements. Compared to the other existing works, the recognition performances of the proposed approach are satisfactory. The final results of the research are fairly positive. The study opens for future enhancements.
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关键词
biometric recognition,feature transformation technique,iris,privacy protection,XOR
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