A Review on Detection of Glaucoma From Retinal Fundus Images Using Digital Image Processing
Nerkar Vipul Balkrishna
, Nandkishor C. Patil , Kute Yogesh Ramesh , Dadhe Atul Sheshrao
GLCM matrix,Wavelet, Supervised Machine
Glaucoma is a disease in which the optic nerve of the eye gets destroyed. As a result, it causes vision loss or blindness. However, with earlier diagnosis and treatment, eyes can be protected against severe vision loss. Most vision loss cases due to Glaucoma are preventable if the disease treatment is started in early stages. Most of times peripheral vision can be damaged earlier than an individual’s central vision by Glaucoma because it does not show any sign and symptoms. The existing procedures to detect Glaucoma are time consuming and uncertain at the clinic. We propose a low-cost Glaucoma detection system which is a computer-based technology and therefore, it uses algorithms to instantaneously detect and classify healthy and Glaucoma eye. It does this by analyzing region of interest (ROI) of images through implementation of various image extraction features like GLCM matrix; Wavelet based Texture features like Multi scale Linear Binary pattern. For Classification of healthy and Glaucoma eye we propose Supervised Machine Learning approach.
"A Review on Detection of Glaucoma From Retinal Fundus Images Using Digital Image Processing", IJSDR - International Journal of Scientific Development and Research (www.IJSDR.org), ISSN:2455-2631, Vol.4, Issue 12, page no.154 - 157, December-2019, Available :https://ijsdr.org/papers/IJSDR1912033.pdf
Volume 4
Issue 12,
December-2019
Pages : 154 - 157
Paper Reg. ID: IJSDR_191181
Published Paper Id: IJSDR1912033
Downloads: 000347217
Research Area: Engineering
Country: Dhule, Maharashtra, India
ISSN: 2455-2631 | IMPACT FACTOR: 9.15 Calculated By Google Scholar | ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.15 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: IJSDR(IJ Publication) Janvi Wave
