Statistical mechanics of the Bayesian image restoration under spatially correlated noise.

@article{Tsuzurugi2002StatisticalMO,
  title={Statistical mechanics of the Bayesian image restoration under spatially correlated noise.},
  author={Jun Tsuzurugi and Masato Okada},
  journal={Physical review. E, Statistical, nonlinear, and soft matter physics},
  year={2002},
  volume={66 6 Pt 2},
  pages={
          066704
        }
}
We investigated the use of the Bayesian inference to restore noise-degraded images under conditions of spatially correlated noise. The generative statistical models used for the original image and the noise were assumed to obey multidimensional Gaussian distributions, whose covariance matrices are translational invariant. We derived an exact description to be used as the expectation for the restored image by the Fourier transformation and restored an image distorted by spatially correlated… CONTINUE READING

Citations

Publications citing this paper.
SHOWING 1-3 OF 3 CITATIONS