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Paper Details
Paper Title
Detection of Blood Vessels and Diseases in Retinal Images
Authors
Sheetal N. Pore, Dr. C. M. Jadhao, Prof. S. S. Mhaske
Abstract
The significant health issues among the senior and old individuals are eye ailments. One of the most important internal components in eye is called retina. Retina located in the back of the eye is not only a vital part of human sight, but also contains valuable information that can be used in biometric security applications, or for the diagnosis of certain diseases.
The monitoring of the effects of Glaucoma and Diabetic retinopathy can be assisted by quantitative analysis of the vascular architecture of the retina. In this paper we detect the blood vessels and diseases such as Glaucoma and Diabetic Retinopathy. We used RGB image for obtaining the traces of blood vessels. We proposed a method to detect blood vessels consists of three phases, Pre-processing, Vesselness Filter and Vessel detection. Also we proposed an algorithm for detection of diseases in retinal images consists of four main steps, Pre-processing, Segmentation, Feature Extraction and Classifier. The performance of algorithms is compared and analyzed on database.
Keywords- Retinal Images, Segmentation, Feature Extraction, Classifier
Publication Details
Unique Identification Number - IJEDR1803030Page Number(s) - 170-175Pubished in - Volume 6 | Issue 3 | July 2018DOI (Digital Object Identifier) - Publisher - IJEDR (ISSN - 2321-9939)
Cite this Article
Sheetal N. Pore, Dr. C. M. Jadhao, Prof. S. S. Mhaske, "Detection of Blood Vessels and Diseases in Retinal Images", International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Volume.6, Issue 3, pp.170-175, July 2018, Available at :http://www.ijedr.org/papers/IJEDR1803030.pdf
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