DocumentCode
1823027
Title
Preliminary Study on the Association of Vessel Diameter Variation and Glaucoma
Author
Vlachokosta, A.A. ; Asvestas, P.A. ; Matsopoulos, G.K. ; Uzunoglu, N. ; Zeyen, T.G.
Author_Institution
Inst. of Commun. & Comput. Syst., Athens
fYear
2007
fDate
22-26 Aug. 2007
Firstpage
888
Lastpage
891
Abstract
In this paper, the relation between retinal vessel diameters and glaucoma by means of advanced image processing techniques is examined. Eighteen (18) patients with ocular hypertension who converted to early glaucoma (converters) and nineteen (19) patients with ocular hypertension who remain stable (non-converters) were imaged with a fundus camera at regular intervals. The first acquired image serves as the reference image, which is compared to each follow - up image. The proposed methodology involves the extraction of vessel center/lines by means of differential calculus, the geometrical alignment (registration) of the images using the chamfer matching algorithm, the estimation of vessel diameters by fitting a Gaussian function to intensity profiles. The statistical analysis of the variations of the vessels diameters revealed a significant difference between the two populations. This difference indicates a probable association between glaucoma and variations of the vessel diameter.
Keywords
biomedical optical imaging; diameter measurement; differentiation; eye; image registration; medical image processing; statistical analysis; advanced image processing techniques; chamfer matching algorithm; differential calculus; fundus camera; glaucoma; image geometrical alignment; image registration; ocular hypertension; retinal vessel diameter variation; statistical analysis; vessel centerline extraction; vessel diameter estimation; Cameras; Hypertension; Image converters; Image processing; Image resolution; Monitoring; Optical films; Pixel; Retina; Retinal vessels; Algorithms; Anatomy, Cross-Sectional; Fluorescein Angiography; Glaucoma; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Pilot Projects; Reproducibility of Results; Retinal Diseases; Retinal Vessels; Retinoscopy; Sensitivity and Specificity; Statistics as Topic;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location
Lyon
ISSN
1557-170X
Print_ISBN
978-1-4244-0787-3
Type
conf
DOI
10.1109/IEMBS.2007.4352433
Filename
4352433
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