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Data for Spectral X-ray Imaging using Deep Learning_dataset

Data for Spectral X-ray Imaging using Deep Learning_dataset
Data for Spectral X-ray Imaging using Deep Learning_dataset
This dataset supports the doctoral thesis: Kumrular, Raziye Kubra. / Spectral X-ray imaging using deep learning. Southampton : University of Southampton, 2025. 212 p. It includes simulated and reconstructed spectral X-ray data in `.npy` format, intended for testing the performance of deep learning models and iterative reconstruction algorithms. The data were generated using synthetic powder phantoms under various projection and exposure conditions, including reconstructions based on full and half projection subsets.
University of Southampton
Kumrular, Raziye Kubra
fe5d02e3-e6eb-46e7-b450-9b3d4033290c
Kumrular, Raziye Kubra
fe5d02e3-e6eb-46e7-b450-9b3d4033290c

Kumrular, Raziye Kubra (2025) Data for Spectral X-ray Imaging using Deep Learning_dataset. University of Southampton doi:10.5258/SOTON/D3552 [Dataset]

Record type: Dataset

Abstract

This dataset supports the doctoral thesis: Kumrular, Raziye Kubra. / Spectral X-ray imaging using deep learning. Southampton : University of Southampton, 2025. 212 p. It includes simulated and reconstructed spectral X-ray data in `.npy` format, intended for testing the performance of deep learning models and iterative reconstruction algorithms. The data were generated using synthetic powder phantoms under various projection and exposure conditions, including reconstructions based on full and half projection subsets.

Archive
Spectral_X-ray_Imaging_using_Deep_Learning_dataset.zip - Dataset
Available under License Creative Commons Attribution.
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Text
readme_powder_phantom_dataset.txt - Dataset
Available under License Creative Commons Attribution.
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More information

Published date: 2025

Identifiers

Local EPrints ID: 502027
URI: http://eprints.soton.ac.uk/id/eprint/502027
DOI: doi:10.5258/SOTON/D3552
PURE UUID: 00d3dafe-0535-4e90-9e8f-ed85c6946588
ORCID for Raziye Kubra Kumrular: ORCID iD orcid.org/0000-0002-0976-3683

Catalogue record

Date deposited: 13 Jun 2025 17:09
Last modified: 14 Jun 2025 02:14

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Contributors

Creator: Raziye Kubra Kumrular ORCID iD

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