Deblurring of Color Images Corrupted by Impulsive Noise

@article{Bar2007DeblurringOC,
  title={Deblurring of Color Images Corrupted by Impulsive Noise},
  author={Leah Bar and Alexander Brook and Nir A. Sochen and Nahum Kiryati},
  journal={IEEE Transactions on Image Processing},
  year={2007},
  volume={16},
  pages={1101-1111}
}
We consider the problem of restoring a multichannel image corrupted by blur and impulsive noise (e.g., salt-and-pepper noise). Using the variational framework, we consider the L1 fidelity term and several possible regularizers. In particular, we use generalizations of the Mumford-Shah (MS) functional to color images and Gamma-convergence approximations to unify deblurring and denoising. Experimental comparisons show that the MS stabilizer yields better results with respect to Beltrami and total… CONTINUE READING
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Variational image restoration with segmentation-based regularization

  • L. Bar
  • Ph.D. dissertation, Univ. Tel-Aviv, Tel-Aviv…
  • 2006
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