Regularization by means of denoising in imaging
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Date
2022
Authors
Kravchuk, Oleg
Kriukova, Galyna
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Journal ISSN
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Abstract
Abstracts of the report of the participants of the XXXVII International Conference "Problems of decision making under uncertainties" (PDMU-2022), November 23-25, 2022, Sheki-Lankaran, Republic of Azerbaijan.
Description
Keywords
machine learning, inverse problems, inversion of image transforms, Bayesian approach, maximizing the p(y|x)p(x), minimizing over x the expression (− log p(y|x) − log p(x)), abstracts of the report
Citation
Kravchuk O. Regularization by means of denoising in imaging / O. Kravchuk, G. Kriukova // XХXVII International Conference "Problems of decision making under uncertainties" (PDMU-2022), November 23-25, 2022, Sheki-Lankaran, Republic of Azerbaijan : abstracts / Taras Shevchenko National University of Kyiv [et al.]. - Кyiv, 2022. - P. 67.