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Bayesian estimation methods have been used with success in a great number of applications. One major domain is the inverse problems of image reconstruction and restoration.
Ali Mohammad-Djafari
"Guest Editorial: Special Section on Mathematical Modeling, Statistical Estimation, and Inverse Problems," Journal of Electronic Imaging 9(3), (1 July 2000). https://doi.org/10.1117/1.482750
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Ali Mohammad-Djafari, "Guest Editorial: Special Section on Mathematical Modeling, Statistical Estimation, and Inverse Problems," J. Electron. Imag. 9(3) (1 July 2000) https://doi.org/10.1117/1.482750