Cargando…
Ultra-Widefield Fluorescein Angiography Image Brightness Compensation Based on Geometrical Features
Ultra-widefield fluorescein angiography (UWFA) is an emerging imaging modality used to characterise pathologies in the retinal vasculature, such as microaneurysms (MAs) and vascular leakages. Despite its potential value for diagnosis and disease screening, objective quantitative assessment of retina...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8747562/ https://www.ncbi.nlm.nih.gov/pubmed/35009554 http://dx.doi.org/10.3390/s22010012 |
_version_ | 1784630863483371520 |
---|---|
author | Więcławek, Wojciech Danch-Wierzchowska, Marta Rudzki, Marcin Sędziak-Marcinek, Bogumiła Teper, Slawomir Jan |
author_facet | Więcławek, Wojciech Danch-Wierzchowska, Marta Rudzki, Marcin Sędziak-Marcinek, Bogumiła Teper, Slawomir Jan |
author_sort | Więcławek, Wojciech |
collection | PubMed |
description | Ultra-widefield fluorescein angiography (UWFA) is an emerging imaging modality used to characterise pathologies in the retinal vasculature, such as microaneurysms (MAs) and vascular leakages. Despite its potential value for diagnosis and disease screening, objective quantitative assessment of retinal pathologies by UWFA is currently limited because laborious manual processing is required. In this report, we describe a geometrical method for uneven brightness compensation inherent to UWFA imaging technique. The correction function is based on the geometrical eyeball shape, therefore it is fully automated and depends only on pixel distance from the center of the imaged retina. The method’s performance was assessed on a database containing 256 UWFA images with the use of several image quality measures that show the correction method improves image quality. The method is also compared to the commonly used CLAHE approach and was also employed in a pilot study for vascular segmentation, giving a noticeable improvement in segmentation results. Therefore, the method can be used as an image preprocessing step in retinal UWFA image analysis. |
format | Online Article Text |
id | pubmed-8747562 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-87475622022-01-11 Ultra-Widefield Fluorescein Angiography Image Brightness Compensation Based on Geometrical Features Więcławek, Wojciech Danch-Wierzchowska, Marta Rudzki, Marcin Sędziak-Marcinek, Bogumiła Teper, Slawomir Jan Sensors (Basel) Article Ultra-widefield fluorescein angiography (UWFA) is an emerging imaging modality used to characterise pathologies in the retinal vasculature, such as microaneurysms (MAs) and vascular leakages. Despite its potential value for diagnosis and disease screening, objective quantitative assessment of retinal pathologies by UWFA is currently limited because laborious manual processing is required. In this report, we describe a geometrical method for uneven brightness compensation inherent to UWFA imaging technique. The correction function is based on the geometrical eyeball shape, therefore it is fully automated and depends only on pixel distance from the center of the imaged retina. The method’s performance was assessed on a database containing 256 UWFA images with the use of several image quality measures that show the correction method improves image quality. The method is also compared to the commonly used CLAHE approach and was also employed in a pilot study for vascular segmentation, giving a noticeable improvement in segmentation results. Therefore, the method can be used as an image preprocessing step in retinal UWFA image analysis. MDPI 2021-12-21 /pmc/articles/PMC8747562/ /pubmed/35009554 http://dx.doi.org/10.3390/s22010012 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Więcławek, Wojciech Danch-Wierzchowska, Marta Rudzki, Marcin Sędziak-Marcinek, Bogumiła Teper, Slawomir Jan Ultra-Widefield Fluorescein Angiography Image Brightness Compensation Based on Geometrical Features |
title | Ultra-Widefield Fluorescein Angiography Image Brightness Compensation Based on Geometrical Features |
title_full | Ultra-Widefield Fluorescein Angiography Image Brightness Compensation Based on Geometrical Features |
title_fullStr | Ultra-Widefield Fluorescein Angiography Image Brightness Compensation Based on Geometrical Features |
title_full_unstemmed | Ultra-Widefield Fluorescein Angiography Image Brightness Compensation Based on Geometrical Features |
title_short | Ultra-Widefield Fluorescein Angiography Image Brightness Compensation Based on Geometrical Features |
title_sort | ultra-widefield fluorescein angiography image brightness compensation based on geometrical features |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8747562/ https://www.ncbi.nlm.nih.gov/pubmed/35009554 http://dx.doi.org/10.3390/s22010012 |
work_keys_str_mv | AT wiecławekwojciech ultrawidefieldfluoresceinangiographyimagebrightnesscompensationbasedongeometricalfeatures AT danchwierzchowskamarta ultrawidefieldfluoresceinangiographyimagebrightnesscompensationbasedongeometricalfeatures AT rudzkimarcin ultrawidefieldfluoresceinangiographyimagebrightnesscompensationbasedongeometricalfeatures AT sedziakmarcinekbogumiła ultrawidefieldfluoresceinangiographyimagebrightnesscompensationbasedongeometricalfeatures AT teperslawomirjan ultrawidefieldfluoresceinangiographyimagebrightnesscompensationbasedongeometricalfeatures |