Novel Retina Recognition System Using GUI

Authors

  • B.M.S. Rani, M. Divya Sree, B. Spandana, J. Thrisul Kumar

Abstract

A retina recognition system is presented in this paper using AWN and KNNRF classifiers that are simulated with GUI environment in MATLAB 2015 b. The result using guiare displayed for more efficient and accurate viewwith STARE(Structured Analysis of the Retina) database images. The paper also summarizes fundamental procedures in the processing of input retinal image. AWN(Adaptive Weighted Neighbor) classifier is used to detect blood vessels from retinal fundus image takes into consideration, the spatial distribution features of each pixel to form a feature vector. Along with the above-mentioned process, a new technique for Retinal Recognition System based on GUI is proposed by comparing the angles between the bifurcation point of the blood vessels using a hybrid KNNRF Classifier for Retina Recognition system. The algorithm's operation has shown that it can successfully perform image recognition and thus be controlled via its push button on the GUI screen.

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Published

2020-05-10

Issue

Section

Articles