A new Method for microaneurysm detection in non-dilated diabetic retinopathy retinal images
Journal Title: International Research Journal of Applied and Basic Sciences - Year 2017, Vol 11, Issue 2
Abstract
The Miroaneurym (MA) detection is one of the significant steps in the procedure of diabetic retinopathy (DR) detection using computer. The Miroaneurym is the primary clinical symptom of the DR and one of the fundamental reasons of vision miss in diabetic patients. Early MA discovery can aid to reduce blindness. The Automatic MA detection is investigating with considering small size, low contrast and also the similarity with blood vessels. In this paper, morphological mathematic and neural network are used to extract MA candidate regions and to classify MA in order to detect Microaneurysm in non-dilated pupils, respectively. For each candidate regions ‘pixel, 18 features are defined to input neural network as classifier. The proposed method is applied on 12 non-dilated pupils. The simulated results have been explained in section 3.
Authors and Affiliations
Mohsen Taheri| M.Sc. Electrical Engineering, email: mosent.330@gmail.com, Seyed Mahdi Ayati| M.Sc. Electrical Engineering
Keywords
Related Articles
- EP ID EP7412
- DOI -
- Views 566
- Downloads 80
The effect of differential nitrogen fertilization on morphological and physiological traits of Aloe vera plants
Aloe barbadensis Miller, commonly known as Aloe Vera is extensively used as a base element in preparation of medicine, cosmetics and food supplements. The objective of this study was to find out the effect of different l...
Application of composite structures repair transmission lines and calculate resistance of structures against applied stress
Since there is a 22000 km gas pipelines in Iran, and their failure probability because of breakage, crack, corruption corrosion or explosion. Considering that any of the problems can result in disasters, renovation and r...
Descriptive – Critical Readout "Historical approach" in the field of Hafez Cognition
Roots and bases of historical sight- in a new meaning- can be found in two great courses; German Idealism (Schlegel, Hegel and …) and Romanticism. A kind of historical approach is gradually emerged in reviewing works, vo...
Effect of Shot noise in the presence of ferromagnetic exchange potential on the surface of topological insulators
In this paper we investigate the Fano factor of an F|N|F junction in clean limit in the present of ferromagnetic exchange potential. Fano factor shows an oscillatory behavior due to coherent interference of Dirac fermion...
An investigation to the effects of risk and quality of services on e-banking customer satisfaction: Case study industrial city’s manager that is Meli bank customer at Golestan provenience
E-service offering is a chalengble active for today’s organizations. So, banks seek to increase customer satisfaction. The aim of this project is an investigation to the effects of risk and quality of services of e-banki...