Deep Learning Driven Noise Reduction for Reduced Flux Computed Tomography.

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第一作者： Khalid L,Alsamadony

第一单位： College of Petroleum Engineering and Geosciences (CPG), King Fahd University of Petroleum and Minerals (KFUPM), Dhahran 31261, Saudi Arabia.

作者： Khalid L,Alsamadony ^[1] ; Ertugrul U,Yildirim ^[2] ; Guenther,Glatz ^[1] ; Umair Bin,Waheed ^[1] ; Sherif M,Hanafy ^[1]

作者单位： College of Petroleum Engineering and Geosciences (CPG), King Fahd University of Petroleum and Minerals (KFUPM), Dhahran 31261, Saudi Arabia. ^[1] Institute of Applied Mathematics, Middle East Technical University (METU), Ankara 06590, Turkey. ^[2]

关键词 ASTRA toolbox computed tomography (CT) images convolutional neural network (CNN)deep learning efficient CT measurement enhanced temporal resolution improved image quality micro-CT reduced exposure time rock (porous medium) images

DOI 10.3390/s21051921

PMID 33803464

发布时间 2021-04-08

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