A methodology for rapid illumination-invariant face recognition using image processing filters

@article{Arandjelovic2009AMF,
  title={A methodology for rapid illumination-invariant face recognition using image processing filters},
  author={Ognjen Arandjelovic and Roberto Cipolla},
  journal={Computer Vision and Image Understanding},
  year={2009},
  volume={113},
  pages={159-171}
}
Achieving illumination invariance in the presence of large pose changes remains one of the most challenging aspects of automatic face recognition from low resolution imagery. In this paper we propose a novel recognition methodology for robust and efficient matching of image sets or sequences. The framework is based on outputs of simple image processing filters that compete with unprocessed greyscale input to yield a single matching score between two individuals. Specifically, we show how the… CONTINUE READING
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  • We demonstrate a reduction of 50–75% in recognition error rates, the best performing method-filter combination correctly recognizing 98% of the individuals.
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