Optic disc and optic cup segmentation methodologies for glaucoma image detection: a survey

A Almazroa, R Burman, K Raahemifar… - Journal of …, 2015 - Wiley Online Library
Glaucoma is the second leading cause of loss of vision in the world. Examining the head of
optic nerve (cup‐to‐disc ratio) is very important for diagnosing glaucoma and for patient …

A survey on medical image analysis in diabetic retinopathy

S Stolte, R Fang - Medical image analysis, 2020 - Elsevier
Diabetic Retinopathy (DR) represents a highly-prevalent complication of diabetes in which
individuals suffer from damage to the blood vessels in the retina. The disease manifests …

Accurate and efficient optic disc detection and segmentation by a circular transformation

S Lu - IEEE Transactions on medical imaging, 2011 - ieeexplore.ieee.org
Under the framework of computer-aided diagnosis, this paper presents an accurate and
efficient optic disc (OD) detection and segmentation technique. A circular transformation is …

[HTML][HTML] Optic disc detection in the presence of strong technical artifacts

J Dietter, W Haq, IV Ivanov, LA Norrenberg… - … Signal Processing and …, 2019 - Elsevier
The inspection of retinal fundus pictures taken by a fundus camera is one of the key
procedures for diagnosing a wide range of diseases like diabetic retinopathy, hypertension …

Automatic early glaucoma detection by extracting parapapillary atrophy and optic disc from fundus image using SVM

S Kumar, B Kumar - Multimedia Tools and Applications, 2022 - Springer
This paper presents early-automated glaucoma detection algorithm by extracting early
diagnostic parameters, namely, parapapillary atrophy and Cup to Disc ratio using DIP …

Retinal image classification using a histogram based approach

MHA Hijazi, F Coenen, Y Zheng - The 2010 international joint …, 2010 - ieeexplore.ieee.org
An approach to classifying retinal images using a histogram based representation is
described. More specifically, a two stage Case Based Reasoning (CBR) approach is …

Vessel transform for automatic optic disk detection in retinal images

N Muangnak, P Aimmanee, S Makhanov… - IET Image …, 2015 - Wiley Online Library
Precise localisation of an optic disk (OD) in the retinal images is one of the most important
problems in the ophthalmic image processing. Although a considerable progress has been …

Generalizing the majority voting scheme to spatially constrained voting

A Hajdu, L Hajdu, A Jonas, L Kovacs… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Generating ensembles from multiple individual classifiers is a popular approach to raise the
accuracy of the decision. As a rule for decision making, majority voting is a usually applied …

Automatic localization and segmentation of optical disk based on faster R-CNN and level set in fundus image

D Zhang, W Zhu, H Zhao, F Shi… - Medical Imaging 2018 …, 2018 - spiedigitallibrary.org
The processing and analysis of retinal fundus images is widely studied because many
ocular fundus diseases such as diabetic retinopathy, hypertensive retinopathy, etc., can be …

Glaucoma detection in mobile phone retinal images based on ADI-GVF segmentation with EM initialization

TT Khaing, T Ruennark, P Aimmanee… - … on Computer and …, 2021 - ph01.tci-thaijo.org
The advanced development of mobile phone and lens technology has made retinal imaging
more convenient than ever before. In the digital health era, mobile phone fundus …