Search Results - "Xu, Geling"
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Boosting the reconstruction performance of 3D Multi-porous media using double generative adversarial networks
Published in Advances in water resources (01-12-2024)“…•Propose a dual-generative adversarial network model.•Introduce a preprocessing method that effectively enhances the correlation between the input images and…”
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Journal Article -
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Preparation of a Training Dataset for Reconstructing Three-dimensional Structures Using a Single Two-dimensional Image
Published in 2023 IEEE 5th International Conference on Civil Aviation Safety and Information Technology (ICCASIT) (11-10-2023)“…The construction of three-dimensional porous media structures using generative adversarial network models is currently a hot research topic. When using this…”
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Conference Proceeding -
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Improving Single-Image 3D Reconstruction of Porous Media Using Generator with Four-Region Loss Cuts
Published in 2023 IEEE 5th International Conference on Civil Aviation Safety and Information Technology (ICCASIT) (11-10-2023)“…With the improvement of computer performance, the use of deep learning technology for 3D digital rock core reconstruction has gradually become a hot topic…”
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Conference Proceeding -
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A Measurement Method for Two-dimensional Characterization Unit Based on Morphological Completion Analysis
Published in 2023 8th International Conference on Intelligent Computing and Signal Processing (ICSP) (21-04-2023)“…Constructing three-dimensional (3D) structures from a two-dimensional (2D) reference images is the principal way of obtaining the 3D structure of a porous…”
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Conference Proceeding