A review on recent developments for detection of diabetic retinopathy

J Amin, M Sharif, M Yasmin - Scientifica, 2016 - Wiley Online Library
Diabetic retinopathy is caused by the retinal micro vasculature which may be formed as a
result of diabetes mellitus. Blindness may appear as a result of unchecked and severe cases …

Exudate-based diabetic macular edema detection in fundus images using publicly available datasets

L Giancardo, F Meriaudeau, TP Karnowski, Y Li… - Medical image …, 2012 - Elsevier
Diabetic macular edema (DME) is a common vision threatening complication of diabetic
retinopathy. In a large scale screening environment DME can be assessed by detecting …

Automatic assessment of macular edema from color retinal images

KS Deepak, J Sivaswamy - IEEE Transactions on medical …, 2011 - ieeexplore.ieee.org
Diabetic macular edema (DME) is an advanced symptom of diabetic retinopathy and can
lead to irreversible vision loss. Here, a two-stage methodology for the detection and …

Glampoints: Greedily learned accurate match points

P Truong, S Apostolopoulos… - Proceedings of the …, 2019 - openaccess.thecvf.com
We introduce a novel CNN-based feature point detector-Greedily Learned Accurate Match
Points (GLAMpoints)-learned in a semi-supervised manner. Our detector extracts …

Diagnosis of diabetic retinopathy using morphological process and SVM classifier

M Gandhi, R Dhanasekaran - 2013 international conference on …, 2013 - ieeexplore.ieee.org
Diabetic Retinopathy (DR), the most common eye disease of the diabetic patients, occurs
when small blood vessels gets damaged in the retina, due to high glucose level. It affects …

Diabetic retinopathy using morphological operations and machine learning

J Lachure, AV Deorankar, S Lachure… - 2015 IEEE …, 2015 - ieeexplore.ieee.org
Diabetic Retinopathy that is DR which is a eye disease that affect retina and further later at
severe stage it lead to vision loss. Early detection of DR is helpful to improve the screening …

Classification of diabetic retinopathy based on hard exudates patterns, using images processing and SVM

F Cisneros-Guzmán, S Tovar-Arriaga… - … on Applications in …, 2019 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is an ocular disease very common on diabetic patients. It is
developed when the patient present a high level of glucose in blood which in consequence …

Depth discontinuity-based cup segmentation from multiview color retinal images

GD Joshi, J Sivaswamy… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Accurate segmentation of the cup region from retinal images is needed to derive relevant
measurements for glaucoma assessment. A novel, depth discontinuity (in the retinal surface) …

Investigation of the severity level of diabetic retinopathy using supervised classifier algorithms

G Mahendran, R Dhanasekaran - Computers & Electrical Engineering, 2015 - Elsevier
Diabetic retinopathy is a condition that occurs in individuals with several years of diabetes
mellitus and causes a characteristic group of lesions in the retina and progressively …

Classification of diabetic macular edema severity using deep learning technique

A Kumar, AS Tewari, JP Singh - Research on Biomedical Engineering, 2022 - Springer
Purpose Diabetic macular edema (DME) is a kind of hard exudates lesion seen near the
diabetic macular region of the retina. DME causes visual loss and may result in complete …