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3D super resolution micro CT for ice cores

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IEEE2026-04-17 收录
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https://ieee-dataport.org/documents/3d-super-resolution-micro-ct-ice-cores
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资源简介:
 This dataset consists of two sets of micro CT scans of ice core samples with different densities. One set with high resolution (30 microns) for generating ground truth and another set of scans with low resolution (120 microns) as input. Both of these scans have been scaled to 60 microns with (downsampling or upsampling (interpolation). Then these two sets are registered with SimpleITK to create a rich dataset for 3D micro CT super-resolution tasks for Artificial intelligence models. The dataset could be used for training/testing different deep learning models for 3D resolution enhancement of computer tomography data. The relevant paper soon will appear in the author's ResearchGate.
提供机构:
Bagherzadeh, Faramarz; Freitag, Johannes
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