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...

Descripción completa

Detalles Bibliográficos
Autores principales: Więcławek, Wojciech, Danch-Wierzchowska, Marta, Rudzki, Marcin, Sędziak-Marcinek, Bogumiła, Teper, Slawomir Jan
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