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 …

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 …

Blood vessel segmentation of fundus images by major vessel extraction and subimage classification

S Roychowdhury, DD Koozekanani… - IEEE journal of …, 2014 - ieeexplore.ieee.org
This paper presents a novel three-stage blood vessel segmentation algorithm using fundus
photographs. In the first stage, the green plane of a fundus image is preprocessed to extract …

An effective retinal blood vessel segmentation method using multi-scale line detection

UTV Nguyen, A Bhuiyan, LAF Park… - Pattern recognition, 2013 - Elsevier
Changes in retinal blood vessel features are precursors of serious diseases such as
cardiovascular disease and stroke. Therefore, analysis of retinal vascular features can assist …

Iterative vessel segmentation of fundus images

S Roychowdhury, DD Koozekanani… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper presents a novel unsupervised iterative blood vessel segmentation algorithm
using fundus images. First, a vessel enhanced image is generated by tophat reconstruction …

Dense dilated network with probability regularized walk for vessel detection

L Mou, L Chen, J Cheng, Z Gu… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
The detection of retinal vessel is of great importance in the diagnosis and treatment of many
ocular diseases. Many methods have been proposed for vessel detection. However, most of …

Segmentation of retinal blood vessels by combining the detection of centerlines and morphological reconstruction

AM Mendonca, A Campilho - IEEE transactions on medical …, 2006 - ieeexplore.ieee.org
This paper presents an automated method for the segmentation of the vascular network in
retinal images. The algorithm starts with the extraction of vessel centerlines, which are used …

Fast retinal vessel detection and measurement using wavelets and edge location refinement

P Bankhead, CN Scholfield, JG McGeown, TM Curtis - PloS one, 2012 - journals.plos.org
The relationship between changes in retinal vessel morphology and the onset and
progression of diseases such as diabetes, hypertension and retinopathy of prematurity …

Segmentation of retinal blood vessels using the radial projection and semi-supervised approach

X You, Q Peng, Y Yuan, Y Cheung, J Lei - Pattern recognition, 2011 - Elsevier
Automatic segmentation of retinal blood vessels has become a necessary diagnostic
procedure in ophthalmology. The blood vessels consist of two types of vessels, ie, thin …

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 …