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 …

Automated techniques for blood vessels segmentation through fundus retinal images: A review

S Akbar, M Sharif, MU Akram, T Saba… - Microscopy research …, 2019 - Wiley Online Library
Retina is the interior part of human's eye, has a vital role in vision. The digital image
captured by fundus camera is very useful to analyze the abnormalities in retina especially in …

Image change detection algorithms: a systematic survey

RJ Radke, S Andra, O Al-Kofahi… - IEEE transactions on …, 2005 - ieeexplore.ieee.org
Detecting regions of change in multiple images of the same scene taken at different times is
of widespread interest due to a large number of applications in diverse disciplines, including …

[HTML][HTML] Synthesizing retinal and neuronal images with generative adversarial nets

H Zhao, H Li, S Maurer-Stroh, L Cheng - Medical image analysis, 2018 - Elsevier
This paper aims at synthesizing multiple realistic-looking retinal (or neuronal) images from
an unseen tubular structured annotation that contains the binary vessel (or neuronal) …

Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification

JVB Soares, JJG Leandro, RM Cesar… - … on medical Imaging, 2006 - ieeexplore.ieee.org
We present a method for automated segmentation of the vasculature in retinal images. The
method produces segmentations by classifying each image pixel as vessel or nonvessel …

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 …

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 …

Segmentation of the blood vessels and optic disk in retinal images

A Salazar-Gonzalez, D Kaba, Y Li… - IEEE journal of …, 2014 - ieeexplore.ieee.org
Retinal image analysis is increasingly prominent as a nonintrusive diagnosis method in
modern ophthalmology. In this paper, we present a novel method to segment blood vessels …

The dual-bootstrap iterative closest point algorithm with application to retinal image registration

CV Stewart, CL Tsai, B Roysam - IEEE transactions on medical …, 2003 - ieeexplore.ieee.org
Motivated by the problem of retinal image registration, this paper introduces and analyzes a
new registration algorithm called Dual-Bootstrap Iterative Closest Point (Dual-Bootstrap …

Retinal vessel centerline extraction using multiscale matched filters, confidence and edge measures

M Sofka, CV Stewart - IEEE transactions on medical imaging, 2006 - ieeexplore.ieee.org
Motivated by the goals of improving detection of low-contrast and narrow vessels and
eliminating false detections at nonvascular structures, a new technique is presented for …