Segmentation of Retinal Blood Vessel by Hybrid Approach

  • Manjot Kaur, Dr. Amit Kamra

Abstract

The complications caused by diabetes in the human eye is referred to as Diabetic Retinopathy. Several methods are used for the segmentation of blood vessels of the retina. On analyzing the segmented retinal vessels, the detection of Diabetic Retinopathy can be easily done. The research paper elaborated on a novel method using enhanced fuzzy c-means using boundary extraction with Haar feature extraction for the retinal blood vessel segmentation. The proposed method has been detailed via flowchart and algorithm. The images from DRIVE databases have been used for conducting segmentation. The results have been obtained on different parameters relevant to the segmentation of retinal images (Sensitivity=0.780, Specificity= 0.9887).

Index Terms-- Fuzzy C-Means, Haar Feature Extraction, Vessel Segmentation

Published
2019-12-08
How to Cite
Manjot Kaur, Dr. Amit Kamra. (2019). Segmentation of Retinal Blood Vessel by Hybrid Approach . International Journal of Control and Automation, 12(2), 25 - 33. Retrieved from https://sersc.org/journals/index.php/IJCA/article/view/34127
Section
Articles