DocumentCode
2074667
Title
Parametric representation of the retinal temporal arcade
Author
Oloumi, Faraz ; Rangayyan, Rangaraj M. ; Ells, Anna L.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Calgary, Calgary, AB, Canada
fYear
2010
fDate
3-5 Nov. 2010
Firstpage
1
Lastpage
4
Abstract
Monitoring the openness of the temporal arcade and how it changes over time can facilitate improved diagnosis and optimized treatment of plus disease and retinopathy of prematurity. We propose methods for the detection and parametric modeling of the temporal arcade, including Gabor filters to detect retinal vessels and the Hough transform to detect and parameterize parabolic forms. Results obtained with 40 images compared with parabolic models fitted to hand-drawn traces of the temporal arcade indicate a correlation coefficient of 0.97 for the openness and a mean error of 15 pixels (0.3 mm) in the vertex.
Keywords
Gabor filters; Hough transforms; biomedical optical imaging; blood vessels; diseases; eye; medical image processing; Gabor filters; Hough transform; parabolic forms; plus disease; retinal temporal arcade parametric representation; retinal vessels; retinopathy of prematurity; temporal arcade detection; temporal arcade openness monitoring; temporal arcade parametric modeling; Computational modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology and Applications in Biomedicine (ITAB), 2010 10th IEEE International Conference on
Conference_Location
Corfu
Print_ISBN
978-1-4244-6559-0
Type
conf
DOI
10.1109/ITAB.2010.5687722
Filename
5687722
Link To Document