Hyperspectral X-ray CT dataset of a single, iodine-stained lizard head sample
| Main Authors: | Ryan Warr, Jakob Sauer Jørgensen, Evangelos Papoutsellis, Evelina Ametova, Stephan Handschuh, Robert Cernik, Philip J. Withers |
|---|---|
| Format: | info dataset Journal |
| Bahasa: | eng |
| Terbitan: |
, 2021
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| Subjects: | |
| Online Access: |
https://zenodo.org/record/5013680 |
Daftar Isi:
- General Data description: This is a hyperspectral (energy-resolved) X-ray CT projection dataset of a lizard head sample, stained with an iodine contrast agent. It was acquired in a custom-built, laboratory micro-CT scanner with an energy-sensitive HEXITEC detector in the Henry Moseley X-ray Imaging Facility at The University of Manchester. The following data contains all the files necessary for reconstruction, after a hyperspectral scan was taken of a single, iodine-stained lizard head sample. The iodine contrast agent provided a spectral marker, measured by an energy-sensitive detector, which may be used for spatial mapping and segmentation of stained soft tissue regions. File descriptions: Contained are three MATLAB (.mat) data files, two HDF5 (.h5) files, and a single text (.txt) file. Lizard_head_scan_parameters.txt provides the full sample and detector geometry of the scan acquisition. lizard_head_sinogram_full.mat contains the full 4D sinogram constructed following flatfield normalisation of the raw projection data. The 4D array contains the total number of energy channels acquired during scanning, followed by vertical and horizontal pixel number, and finally total projections angles acquired. The data provided is prior to application of any post-processing filters. The full set of 200 energy channels are included. Energy_axis.mat provides a direct conversion between the energy channels, and the energies (in keV) that they correspond to, following a calibration procedure prior to scanning. FF.mat contains the 4D flatfield data acquired when no sample was present. This data was used to normalise the projection datasets, as the sinogram was constructed. The full set of 200 energy channels are included. Lizard_Sino_1_200.h5 contains the full 4D sinogram, with all 200 channels, but in an h5 format to enable easier data reading. Here the sinogram has also had a ring-reduction filter applied, using a wavelet-based Fourier filter which suppresses the presence of ring artefacts in every energy channel. Lizard_Sino_100_140.h5 contains a cropped version of the 4D sinogram, with 40 channels taken in the channel range 100 to 140, stored in an h5 format to enable easier data reading. These 40 channels are known to contain the key spectral information regarding the K-edge of the iodine contrast agent. Here the sinogram has also had a ring-reduction filter applied, using a wavelet-based Fourier filter which suppresses the presence of ring artefacts in every energy channel.