DocumentCode
2971301
Title
K7. Retinal Blood Vessel Image Segmentation using Rotating Filtration to Help in Early Diagnosis and Management Diabetic Retinopathy
Author
S.badawy ; A.s.el-sherbeny ; A, El ; Fkirin, M.A.
Author_Institution
Faculty of electronic engineering, Menufia University, Menuf, Egypt
fYear
2013
fDate
16-18 April 2013
Firstpage
542
Lastpage
548
Abstract
A new technique has been proposed for early detection of diabetic retinopathy. Retinal blood vessel appearance in retina is good clinical sign of diabetes. This paper-by use of digital image processing segmentation with rotating filtration; minute and big retinal blood vessels are isolated and visualized. Four different edge detection filters are used individually. Each filter was applied on the retinal image. This filtration process been repeated with rotating filter pattern each time. Literature survey for the work done in this trend is mentioned. The algorithm and previous work performance was evaluated numerically and the achieved ROC curve demonstrates the high accuracy of using Laplacian of Gaussian filter. And it is expected to be welcomed by ophthalmologists to be used in diagnosing early stages of Diabetic Retinopathy.
Keywords
Blood Vessel; Diabetic Retinopathy; Image filer; Segmentation;
fLanguage
English
Publisher
ieee
Conference_Titel
Radio Science Conference (NRSC), 2013 30th National
Conference_Location
Cairo, Egypt
Print_ISBN
978-1-4673-6219-1
Type
conf
DOI
10.1109/NRSC.2013.6587961
Filename
6587961
Link To Document