Robust Face Recognition for Uncontrolled Pose and Illumination Changes

@article{Marsico2013RobustFR,
  title={Robust Face Recognition for Uncontrolled Pose and Illumination Changes},
  author={Maria De Marsico and Michele Nappi and Daniel Riccio and Harry Wechsler},
  journal={IEEE Transactions on Systems, Man, and Cybernetics: Systems},
  year={2013},
  volume={43},
  pages={149-163}
}
Face recognition has made significant advances in the last decade, but robust commercial applications are still lacking. Current authentication/identification applications are limited to controlled settings, e.g., limited pose and illumination changes, with the user usually aware of being screened and collaborating in the process. Among others, pose and illumination changes are limited. To address challenges from looser restrictions, this paper proposes a novel framework for real-world face… CONTINUE READING
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