DocumentCode :
2429961
Title :
Detection of the temporal arcade in fundus images of the retina using the hough transform
Author :
Oloumi, Faraz ; Rangayyan, Rangaraj M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Calgary, Calgary, AB, Canada
fYear :
2009
fDate :
3-6 Sept. 2009
Firstpage :
3585
Lastpage :
3588
Abstract :
Quantitative analysis of the vascular architecture of the retina can help in monitoring the effects of retinopathy on the visual system. Retinopathy affects the blood vessels in the retina through modification of the shape, width, tortuosity, and the angle of insertion of the temporal arcade. Monitoring the openness of the temporal arcade and changes with treatment can facilitate improved diagnosis and optimized treatment. We propose methods for the detection and parametric modeling of the temporal arcade, including gradient operators and Gabor functions to detect retinal vessels, and the Hough transform to detect parabolic forms. Results obtained with 40 images of the retina indicate accurate to acceptable results for 24 images and partial fits of the parabolic models for 11 images.
Keywords :
Hough transforms; biomedical optical imaging; blood vessels; eye; medical image processing; patient treatment; Gabor functions; Hough transform; blood vessels; fundus images; gradient operators; patient diagnosis; patient treatment; quantitative analysis; retina; retinopathy; temporal arcade detection; visual system; Algorithms; Automatic Data Processing; Computer Simulation; Fundus Oculi; Humans; Image Processing, Computer-Assisted; Infant, Newborn; Models, Statistical; Pattern Recognition, Automated; Retina; Retinal Diseases; Retinal Vessels; Retinopathy of Prematurity; Software; Time Factors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
ISSN :
1557-170X
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2009.5335389
Filename :
5335389
Link To Document :
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