1. Detection of diabetic retinopathy using advance genetic algorithm and local binary pattern
Authors : S. M. Deshmukh, Juee Tatte
Pages : 71-78
DOI : http://dx.doi.org/10.21172/1.141.14
Keywords : diabetic retinopathy, fundus image,advance genetic algorithm,local binary pattern Abstract :Diabetic retinopathy is damage to the retina caused by complications of diabetes mellitus, which is the most ordinary cause of blindness among adults. Ophthalmologists still uses manual screening technique for diabetic retinopathy detection. But, the manual screening process is complicated and time consuming. Hence, this paper demonstrates the use of advance genetic algorithm and local binary pattern on fundus image to reduce workload associated with manual screening process. The primary aim of the system is to develop a system that will able to identify patients with Diabetic retinopathy from the fundus image and secondary aim to perfectly classify an image into different stages of retinal disease using fuzzy logic.
Citing this Journal Article :S. M. Deshmukh, Juee Tatte, "Detection of diabetic retinopathy using advance genetic algorithm and local binary pattern ", Volume 14 Issue 1 - July 2019, 71-78
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