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 603
- Downloads 80
The role of pedogenic processes and soil characteristics on nickel distribution in some Oxiaquic Paleudalfs
Soil properties and pedogenic processes can significantly affect heavy metals accumulation and distribution in soils. In order to study the effective factors on nickel distribution, seven soil profiles containing Fe-Mn c...
Study of Post-Harvest Losses of Wheat in North Eastern Iran
Iran produces a wide range of agricultural products which are lost at one level or the other at post-harvest stage leading to wastage in human effort, farm inputs and investments.
Proposed Wind Robot Arm Design in Order to Move Sensitive Devices for Industrial Applications
The Wind Robot Arm (WRA) instead of a gripper type for grabbing devices is proposed in this paper. It utilizes a plastic arm, wind blowing and suction system to move devices. A plastic hollow cylinder is connected to the...
Application of neural network and SVM to classify movement of rat in medical science
Identifying mammalian movement states has recently become an important topic in biological science research. Accurate assessment and analysis of movement is a fundamental requirement. Rodents are often used as models in...
Illustration in the Koran and Its Persuasive Impact
Humans are social beings and in their social life they need to communicatewith others. Establishing such a communication might be accomplished through oral or written messages. With human’s scientific advances and intell...