Recent trends and advances in fundus image analysis: A review

S Iqbal, TM Khan, K Naveed, SS Naqvi… - Computers in Biology and …, 2022 - Elsevier
Automated retinal image analysis holds prime significance in the accurate diagnosis of
various critical eye diseases that include diabetic retinopathy (DR), age-related macular …

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 …

DUNet: A deformable network for retinal vessel segmentation

Q Jin, Z Meng, TD Pham, Q Chen, L Wei… - Knowledge-Based Systems, 2019 - Elsevier
Automatic segmentation of retinal vessels in fundus images plays an important role in the
diagnosis of some diseases such as diabetes and hypertension. In this paper, we propose …

Joint segment-level and pixel-wise losses for deep learning based retinal vessel segmentation

Z Yan, X Yang, KT Cheng - IEEE Transactions on Biomedical …, 2018 - ieeexplore.ieee.org
Objective: Deep learning based methods for retinal vessel segmentation are usually trained
based on pixel-wise losses, which treat all vessel pixels with equal importance in pixel-to …

A three-stage deep learning model for accurate retinal vessel segmentation

Z Yan, X Yang, KT Cheng - IEEE journal of Biomedical and …, 2018 - ieeexplore.ieee.org
Automatic retinal vessel segmentation is a fundamental step in the diagnosis of eye-related
diseases, in which both thick vessels and thin vessels are important features for symptom …

Towards accurate segmentation of retinal vessels and the optic disc in fundoscopic images with generative adversarial networks

J Son, SJ Park, KH Jung - Journal of digital imaging, 2019 - Springer
Automatic segmentation of the retinal vasculature and the optic disc is a crucial task for
accurate geometric analysis and reliable automated diagnosis. In recent years …

Trainable COSFIRE filters for vessel delineation with application to retinal images

G Azzopardi, N Strisciuglio, M Vento, N Petkov - Medical image analysis, 2015 - Elsevier
Retinal imaging provides a non-invasive opportunity for the diagnosis of several medical
pathologies. The automatic segmentation of the vessel tree is an important pre-processing …

Robust retinal vessel segmentation via locally adaptive derivative frames in orientation scores

J Zhang, B Dashtbozorg, E Bekkers… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
This paper presents a robust and fully automatic filter-based approach for retinal vessel
segmentation. We propose new filters based on 3D rotating frames in so-called orientation …

Robust vessel segmentation in fundus images

A Budai, R Bock, A Maier, J Hornegger… - … journal of biomedical …, 2013 - Wiley Online Library
One of the most common modalities to examine the human eye is the eye‐fundus
photograph. The evaluation of fundus photographs is carried out by medical experts during …

Automated vessel segmentation using infinite perimeter active contour model with hybrid region information with application to retinal images

Y Zhao, L Rada, K Chen, SP Harding… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Automated detection of blood vessel structures is becoming of crucial interest for better
management of vascular disease. In this paper, we propose a new infinite active contour …