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281 to 290 of 484 Results
utm_data_protocol_A.tab
Apr 4, 2023 - In situ micro-XRCT data sets of an open-cell polyurethane foam sample under combined loading conditions (compression + torsion, tension)
Tabular Data - 1.3 MB - 5 Variables, 34201 Observations - UNF:6:cE91+kTzP13/7m+7rpNrQg==
Displacement, torsion angle, force, and torque moment data of protocol A during the in situ experiment in *.csv file format.
utm_data_protocol_B.tab
Apr 4, 2023 - In situ micro-XRCT data sets of an open-cell polyurethane foam sample under combined loading conditions (compression + torsion, tension)
Tabular Data - 1.3 MB - 5 Variables, 34200 Observations - UNF:6:aKqGBK7T1Pwduh5Z+h5Wyw==
Displacement, torsion angle, force, and torque moment data of protocol B during the in situ experiment in *.csv file format.
Image enhancement code: time-resolved tomograms of EICP application using 3D U-net
Feb 7, 2023 - Publication: Machine learning assists in increasing the time resolution of X-ray tomography
Lee, Dongwon; Steeb, Holger, 2023, "Image enhancement code: time-resolved tomograms of EICP application using 3D U-net", https://doi.org/10.18419/DARUS-2991, DaRUS, V1
This dataset contains the codes to reproduce the results of "Time resolved micro-XRCT dataset of Enzymatically Induced Calcite Precipitation (EICP) in sintered glass bead columns", cf. https://doi.org/10.18419/darus-2227. The code takes "low-dose" images as an input where the images contain many artifacts and noise as a trade-off of a fast data acq...
data.7z
Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net
7Z Archive - 417.9 MB - MD5: ab58b9cb6a76de1e09c5baa790eada71
Data for training and examples for pre/post-processing
example.log
Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net
Plain Text - 155 B - MD5: 770701e71b665603a9e61292c7824135
An example of training log file (all the adopted parameters used during training are saved in this log)
Frac_Unet_postprocess.py
Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net
Python Source Code - 5.7 KB - MD5: ee7d79e5e2f70aabaae7bae129627301
Post-processing code to create enhanced images
Frac_Unet_preprocess.py
Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net
Python Source Code - 2.4 KB - MD5: 9b63a89131ad52136b92531a6b7f5e71
Pre-processing code to change the images into available shape and format
Frac_Unet_training.py
Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net
Python Source Code - 7.0 KB - MD5: 10e1540fe5afda49692b2437eb245903
Training code in order to train the model
img_seg.py
Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net
Python Source Code - 17.5 KB - MD5: 3a13bef31e567313fc8ef766bc00d377
Customized image library in order to save and load the image data
readme.txt
Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net
Plain Text - 2.1 KB - MD5: d378b2f2e6e39b343cb17bd2522c6b7d
Detailed description of operation with codes
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