Processing of micro-CT images of granodiorite rock samples using convolutional neural networks (CNN), Part II: Semantic segmentation using a 2.5D CNN-Reference-Cited by-同舟云学术

Processing of micro-CT images of granodiorite rock samples using convolutional neural networks (CNN), Part II: Semantic segmentation using a 2.5D CNN

Published:2023-04 Issue: Volume:195 Page:108027
ISSN:0892-6875
Container-title:Minerals Engineering
language:en
Short-container-title:Minerals Engineering

Author:

Roslin A.^ORCID,Marsh M.,Provencher B.,Mitchell T.R.,Onederra I.A.,Leonardi C.R.

Funder

University of Queensland

BHP

Publisher

Elsevier BV

Subject

Mechanical Engineering,Geotechnical Engineering and Engineering Geology,General Chemistry,Control and Systems Engineering

Reference82 articles.

1. Digital rock physics benchmarks — Part I: Imaging and segmentation;Andrä;Comput. Geosci.,2013

2. Random 2.5D U-Net for fully 3D segmentation;Angermann,2019

3. Arns, J.Y., Sheppard, A.P., Arns, C.H., Knackstedt, M.A., Yelkhovsky, A., Pinczewski, W.V., 2007. Pore-level validation of representative pore networks obtained from micro-CT images. In: Proceedings of the International Symposium of the Society of Core Analysts Held in Calgary, Canada, 10-12 September, 2007.

4. Arthur, D., Vassilvitskii, S., 2007. K-Means++: The Advantages of Careful Seeding. In: Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms. 2007, pp. 1027–1035.

5. Automated segmentation of computed tomography images of fiber-reinforced composites by deep learning;Badran;J. Mater. Sci.,2020

Cited by 7 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Identification and parameter characterization of pores and fractures in shales based on multi-scale digital core data;Advances in Geo-Energy Research;2024-08-01

2. Cluster-based local modeling (CBLM) paradigm meets deep learning: A novel approach to soil moisture estimation;Journal of Hydrology;2024-05

3. A Novel Method Combining U-Net with LSTM for Three-Dimensional Soil Pore Segmentation Based on Computed Tomography Images;Applied Sciences;2024-04-16

4. Rock CT Image Fracture Segmentation Based on Convolutional Neural Networks;Rock Mechanics and Rock Engineering;2024-04-02

5. Rule extraction based on PROMETHEE-assisted multi-objective genetic algorithm for generating interpretable neural networks;Applied Soft Computing;2024-01