Cascaded Progressive Generative Adversarial Networks for Reconstructing Three-Dimensional Grayscale Core Images From a Single Two-Dimensional Image

Cascaded Progressive Generative Adversarial Networks for Reconstructing Three-Dimensional Grayscale Core Images From a Single Two-Dimensional Image

It is very challenging to accurately understand and characterize the internal structure of three-dimensional (3D) rock masses using geological monitoring and conventional laboratory measures. One important method for obtaining 3D core images involves reconstructing their 3D structure from two-dimens...

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Bibliographic Details
Main Authors:	Han, G. (Author), Jian, P. (Author), Li, Y. (Author)
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022
Subjects:	3D microstructure reconstruction cascaded progressive generative adversarial network (CPGAN) deep learning porous media super-dimension (SD)
Online Access:	View Fulltext in Publisher

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