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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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Dades bibliogràfiques
Publicat a:IEEE Trans Med Imaging
Autors principals: Shen, Chenyang, Gonzalez, Yesenia, Chen, Liyuan, Jiang, Steve B., Jia, Xun
Format: Artigo
Idioma:Inglês
Publicat: 2018
Matèries:
Accés en línia: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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