Concepedia

An end-to-end three-dimensional reconstruction framework of porous media from a single two-dimensional image based on deep learning

Junxi Feng, Qizhi Teng, Bing Li, Xiaohai He, Honggang Chen, Yang Li

Computer Methods in Applied Mechanics and Engineering · 2020 · 137 citations · 83 references

Concepts

EngineeringMaterials ScienceBiomedical ImagingComputer VisionReservoir Characterization3D Imaging3D ReconstructionImage ReconstructionPorosity AnalysisPorosity CharacterizationPorous MaterialsDeep Learning ReconstructionDeep Learning-based ReconstructionImage-based Material ReconstructionImage-based Pore CharacterizationImage-based Porosity AnalysisPore Network ExtractionPorous Media

References

83

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

GAN（Generative Adversarial Nets）

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics · 2017 · 21.8K citations · Full text

Computing, Computer Science, Algorithms +12

On Information and Sufficiency

S. Kullback, R. A. Leibler · The Annals of Mathematical Statistics · 1951 · 20K citations · Full text

Social Sciences, Economics, Information Theory +6

Advances in Neural Information Processing Systems 28

Peter Flach, Meelis Kull · 2015 · 14.7K citations

Life Sciences, Computer Science, Neuroscience +12

Advances in neural information processing systems 7

Computers & Mathematics with Applications · 1996 · 14.4K citations

Computing, Computer Science, Neuroscience +14