Multiframe image restoration in the presence of noisy blur kernel

@article{Jung2009MultiframeIR,
  title={Multiframe image restoration in the presence of noisy blur kernel},
  author={Miyoun Jung and Antonio Marquina and Luminita A. Vese},
  journal={2009 16th IEEE International Conference on Image Processing (ICIP)},
  year={2009},
  pages={1529-1532}
}
We wish to recover an original image u from several blurry-noisy versions fk, called frames. We assume a more severe degradation model, in which the image u has been blurred by a noisy (stochastic) point spread function. We consider the problem of restoring the degraded image in a variational framework. Since the recovery of u from one single frame f is a highly ill-posed problem, we formulate two minimization problems based on the multiframe approach proposed for image super-resolution by… CONTINUE READING
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