Data · dataset · 2026
Blurred Chest X-ray Images: A Simulated Dataset for Image Deblurring and Restoration Benchmarking
Listed in Teesside University Research Data Repository
This dataset contains simulated blurred versions of chest X-ray images, organized into train and test splits, for use in image deblurring and restoration research.
Description
Synthetic blur degradation was applied to original chest X-ray images to create paired (sharp/blurred) data suitable for training and evaluating deep learning-based restoration and deblurring models. The original (non-blurred) chest X-ray images were obtained from the "COVID19, Pneumonia and Normal Chest X-ray PA Dataset" by Amanullah Asraf and Zabirul Islam, published on Mendeley Data (DOI: 10.17632/jctsfj2sfn.1), licensed under CC BY 4.0.
We gratefully acknowledge the original contributors for making this resource publicly available.
Links
Where it is published
- DOI doi.org/10.17632/pjxpzkhbf7.3 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Computer Science & AI · Deep learning · Earth & Environmental Science · Image processing
- Inferred from text
- Image 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/pjxpzkhbf7.3 | 5 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].anzsrc:field:460306 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Image Processing'] |
| concepts[field].anzsrc:field:461103 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Deep Learning'] |
| concepts[field].local:field:computer-science-ai | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |