Bayesian inference for inverse problems in signal and image processing and applications

@article{MohammadDjafari2006BayesianIF,
  title={Bayesian inference for inverse problems in signal and image processing and applications},
  author={Ali Mohammad-Djafari},
  journal={Int. J. Imaging Systems and Technology},
  year={2006},
  volume={16},
  pages={209-214}
}
Probability theory and statistics are two main tools in signal and image processing. Bayesian inference has a privileged place in developing methods for inverse problems arising in signal and image processing which can be applied in real world applications. In this tutorial presentation, first I will breifly present the Bayesian estimation approach in signal and image processing. Then, I will show a few examples of inverse problems such as signal dconvolution, image restoration, tomographic… CONTINUE READING