DocumentCode :
3079476
Title :
Detection of optic disc boundary based on LDA and medial axis detection
Author :
Jayanthi, Guruswamy ; Sagayee, G. Mary Amirtha
Author_Institution :
Parisutham Inst. of Technol. & Sci., Affiliated to Anna Univ., Chennai, India
fYear :
2013
fDate :
26-28 Dec. 2013
Firstpage :
1
Lastpage :
5
Abstract :
To detect the eye diseases automatically in the retinal fundus image is the rising tool for early analysis of diseases. The manual examination of optic disk (OD) is a standard procedure used for detecting eye diseases. Segmentation in eye imaging provides an important role for calculating the geometric shape and size of optic disc. It automatically and precisely calculates the values of place, position and area of the contour and structural part of the image required by ophthalmologists. The method proposed for locating the most important region of eye - optic disc using an approach based on novel OD method of segmentation. We have a tendency to conjointly propose a completely unique disc segmentation methodology that is predicated on anatomical proof like vessel bends at the disc boundary, thought of relevant by eye disease consultants. Bends in an exceedingly vessel area unit robustly detected employing a region of support concept, that mechanically selects the correct scale for analysis. A multi-stage strategy is used to derive a reliable set of vessel bends known as r-bends followed by a neighborhood spline fitting to derive the required disc boundary.
Keywords :
biomedical optical imaging; diseases; eye; image segmentation; medical image processing; splines (mathematics); LDA; OD method; anatomical proof like vessel bends; contour area; disease analysis; eye disease consultants; eye disease detection; eye imaging; image segmentation; image structural part; manual examination; medial axis detection; multistage strategy; neighborhood spline fitting; ophthalmologists; optic disc boundary detection; optic disc geometric shape; optic disc size; place values; position values; r-bends; region of support concept; required disc boundary; retinal fundus image; standard procedure; unique disc segmentation methodology; vessel area unit; Adaptive optics; Biomedical optical imaging; Diseases; Image segmentation; Integrated optics; Optical imaging; Retina; Cup; LDA; Optic disc; Vessel bend; boundary detection; cup-to-disc ratio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence and Computing Research (ICCIC), 2013 IEEE International Conference on
Conference_Location :
Enathi
Print_ISBN :
978-1-4799-1594-1
Type :
conf
DOI :
10.1109/ICCIC.2013.6724251
Filename :
6724251
Link To Document :
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