micro CT scan of Ice core

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 ar...

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Bibliographic Details
Main Author: Faramarz Bagherzadeh
Format: Still Image
Language:English
Published: 2023
Subjects:
micro CT
Deep learning
CT scan
Ice core
GMM
Polar
ice core
Online Access:https://zenodo.org/record/8325366
https://doi.org/10.5281/zenodo.8325366
id ftzenodo:oai:zenodo.org:8325366
record_format openpolar
spelling ftzenodo:oai:zenodo.org:8325366 2023-10-09T21:52:20+02:00 micro CT scan of Ice core Faramarz Bagherzadeh 2023-09-07 https://zenodo.org/record/8325366 https://doi.org/10.5281/zenodo.8325366 eng eng doi:10.5281/zenodo.8325365 https://zenodo.org/communities/ieee https://zenodo.org/record/8325366 https://doi.org/10.5281/zenodo.8325366 oai:zenodo.org:8325366 info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/legalcode micro CT Deep learning CT scan Ice core GMM Polar info:eu-repo/semantics/other image-photo 2023 ftzenodo https://doi.org/10.5281/zenodo.832536610.5281/zenodo.8325365 2023-09-12T23:01:54Z 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. Still Image ice core Zenodo
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language English
topic micro CT
Deep learning
CT scan
Ice core
GMM
Polar
spellingShingle micro CT
Deep learning
CT scan
Ice core
GMM
Polar
Faramarz Bagherzadeh
micro CT scan of Ice core
topic_facet micro CT
Deep learning
CT scan
Ice core
GMM
Polar
description 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.
format Still Image
author Faramarz Bagherzadeh
author_facet Faramarz Bagherzadeh
author_sort Faramarz Bagherzadeh
title micro CT scan of Ice core
title_short micro CT scan of Ice core
title_full micro CT scan of Ice core
title_fullStr micro CT scan of Ice core
title_full_unstemmed micro CT scan of Ice core
title_sort micro ct scan of ice core
publishDate 2023
url https://zenodo.org/record/8325366
https://doi.org/10.5281/zenodo.8325366
genre ice core
genre_facet ice core
op_relation doi:10.5281/zenodo.8325365
https://zenodo.org/communities/ieee
https://zenodo.org/record/8325366
https://doi.org/10.5281/zenodo.8325366
oai:zenodo.org:8325366
op_rights info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/4.0/legalcode
op_doi https://doi.org/10.5281/zenodo.832536610.5281/zenodo.8325365
_version_ 1779315470090895360

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