Secure and Robust Iris Recognition Using Random Projections and Sparse Representations

@article{Pillai2011SecureAR,
  title={Secure and Robust Iris Recognition Using Random Projections and Sparse Representations},
  author={Jaishanker K. Pillai and Vishal M. Patel and Rama Chellappa and Nalini K. Ratha},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2011},
  volume={33},
  pages={1877-1893}
}
Noncontact biometrics such as face and iris have additional benefits over contact-based biometrics such as fingerprint and hand geometry. However, three important challenges need to be addressed in a noncontact biometrics-based authentication system: ability to handle unconstrained acquisition, robust and accurate matching, and privacy enhancement without compromising security. In this paper, we propose a unified framework based on random projections and sparse representations, that can… CONTINUE READING
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