micro CT scan of Ice core, publication DOI:10.1109/TGRS.2023.3334867 ...

The dataset is used in the paper: Bagherzadeh, Faramarz, et al. "Ice-Core Micro-CT Image Segmentation With Deep Learning and Gaussian Mixture Model." IEEE Transactions on Geoscience and Remote Sensing 61 (2023): 1-11.DOI:10.1109/TGRS.2023.3334867 Polar ice cores 2D images of Micro CT scans...

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Bibliographic Details
Main Author: Faramarz Bagherzadeh
Format: Still Image
Language:English
Published: Zenodo 2023
Subjects:
micro CT
Deep learning
CT scan
Ice core
GMM
Polar
ice core
Online Access:https://dx.doi.org/10.5281/zenodo.8325365
https://zenodo.org/doi/10.5281/zenodo.8325365
Description
Summary:The dataset is used in the paper: Bagherzadeh, Faramarz, et al. "Ice-Core Micro-CT Image Segmentation With Deep Learning and Gaussian Mixture Model." IEEE Transactions on Geoscience and Remote Sensing 61 (2023): 1-11.DOI:10.1109/TGRS.2023.3334867 Polar ice cores 2D images of Micro CT scans that could be used for training and testing a deep neural network for image segmentation. This dataset is connected with the corresponding paper:Title: "Ice Core micro-CT Image Segmentation with Deep Learning and Gaussian Mixture Model" There are mainly 3 specimens from Polar regions (snow, firn, and bubbly ice) with 60-micron resolution and a corresponding ground truth per input which was derived from a higher-resolution image with the methodology explained in the article. ...

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