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
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;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4352433