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Intelligent Parameter Tuning in Optimization-based Iterative CT Reconstruction via Deep Reinforcement Learning

A number of image-processing problems can be formulated as optimization problems. The objective function typically contains several terms specifically designed for different purposes. Parameters in front of these terms are used to control the relative importance among them. It is of critical importa...

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Vydáno v:IEEE Trans Med Imaging
Hlavní autoři: Shen, Chenyang, Gonzalez, Yesenia, Chen, Liyuan, Jiang, Steve B., Jia, Xun
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5999035/
https://ncbi.nlm.nih.gov/pubmed/29870371
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2018.2823679
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