Blood vessel segmentation methodologies in retinal images–a survey

MM Fraz, P Remagnino, A Hoppe… - Computer methods and …, 2012 - Elsevier
Retinal vessel segmentation algorithms are a fundamental component of automatic retinal
disease screening systems. This work examines the blood vessel segmentation …

Computer-aided diagnosis of diabetic retinopathy: A review

MRK Mookiah, UR Acharya, CK Chua, CM Lim… - Computers in biology …, 2013 - Elsevier
Diabetes mellitus may cause alterations in the retinal microvasculature leading to diabetic
retinopathy. Unchecked, advanced diabetic retinopathy may lead to blindness. It can be …

Segmenting retinal blood vessels with deep neural networks

P Liskowski, K Krawiec - IEEE transactions on medical imaging, 2016 - ieeexplore.ieee.org
The condition of the vascular network of human eye is an important diagnostic factor in
ophthalmology. Its segmentation in fundus imaging is a nontrivial task due to variable size of …

A cross-modality learning approach for vessel segmentation in retinal images

Q Li, B Feng, LP Xie, P Liang… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
This paper presents a new supervised method for vessel segmentation in retinal images.
This method remolds the task of segmentation as a problem of cross-modality data …

An approach to localize the retinal blood vessels using bit planes and centerline detection

MM Fraz, SA Barman, P Remagnino, A Hoppe… - Computer methods and …, 2012 - Elsevier
The change in morphology, diameter, branching pattern or tortuosity of retinal blood vessels
is an important indicator of various clinical disorders of the eye and the body. This paper …

Comparative analysis of vessel segmentation techniques in retinal images

A Imran, J Li, Y Pei, JJ Yang, Q Wang - IEEE Access, 2019 - ieeexplore.ieee.org
The blood vessels are the primary anatomical structure that can be visible in retinal images.
The segmentation of retinal blood vessels has been accepted worldwide for the diagnosis of …

Fundus image classification methods for the detection of glaucoma: A review

T Saba, STF Bokhari, M Sharif… - Microscopy research …, 2018 - Wiley Online Library
Glaucoma is a neurodegenerative illness and is considered as a standout amongst the most
widely recognized reasons for visual impairment. Nerve's degeneration is an irretrievable …

A review of retinal blood vessels extraction techniques: challenges, taxonomy, and future trends

KB Khan, AA Khaliq, A Jalil, MA Iftikhar, N Ullah… - Pattern Analysis and …, 2019 - Springer
The visual exploration of retinal blood vessels assists ophthalmologists in the diagnoses of
different abnormalities of the eyes such as diabetic retinopathy, glaucoma, cardiovascular …

Learning-based algorithms for vessel tracking: A review

D Jia, X Zhuang - Computerized Medical Imaging and Graphics, 2021 - Elsevier
Developing efficient vessel-tracking algorithms is crucial for imaging-based diagnosis and
treatment of vascular diseases. Vessel tracking aims to solve recognition problems such as …

Optic disc localization in retinal images using histogram matching

A Dehghani, HA Moghaddam, MS Moin - EURASIP Journal on Image and …, 2012 - Springer
In this article, we propose a new method for localizing optic disc in retinal images. Localizing
the optic disc and its center is the first step of most vessel segmentation, disease diagnostic …