A hybrid method for improving the luminosity and contrast of color retinal images using the JND model and multiple layers of CLAHE

K Rao, M Bansal, G Kaur - Signal, Image and Video Processing, 2023 - Springer
Retinal imaging can be used to identify a variety of common eye and cardiac disorders.
However, owing to non-uniform or poor illumination and low contrast, low-quality retinal …

Color retinal image enhancement based on luminosity and contrast adjustment

M Zhou, K Jin, S Wang, J Ye… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Objective: Many common eye diseases and cardiovascular diseases can be diagnosed
through retinal imaging. However, due to uneven illumination, image blurring, and low …

[PDF][PDF] Image Enhancement using NHSI Model Employed in Color Retinal Images

RS Kumar, M Nivetha, G Madhumita, P Santhoshy - vol, 2018 - researchgate.net
To produce an enhanced retinal image using enhancement technique because uneven
illumination, image blurring, and low contrast retinal images with poor quality are not useful …

Enhancement method for color retinal fundus images based on structural details and illumination improvements

B Bataineh, KH Almotairi - Arabian Journal for Science and Engineering, 2021 - Springer
Retinal images show an essential role in Ophthalmology to diagnosis wide set of diseases.
In this direction, using retinal images in computerized techniques increases the ability of …

Color retinal image enhancement by Rayleigh contrast-limited adaptive histogram equalization

T Jintasuttisak, S Intajag - 2014 14th international conference …, 2014 - ieeexplore.ieee.org
Retinal fundus image is important for ophthalmologist to identify and detect many vision-
related diseases, such as diabetes and hypertension. From an acquisition process, retinal …

A two-stage histogram equalization enhancement scheme for feature preservation in retinal fundus images

OO Sule, AE Ezugwu - Biomedical Signal Processing and Control, 2023 - Elsevier
Early detection of ophthalmologic complications in the retinal fundus images is crucial and
requires a quality image for accurate analysis and diagnosis. This often proves tricky due to …

Joint Retinex-based variational model and CLAHE-in-CIELUV for enhancement of low-quality color retinal images

Z Huang, C Tang, M Xu, Z Lei - Applied Optics, 2020 - opg.optica.org
Poor visual quality of color retinal images greatly interferes with the analysis and diagnosis
of the ophthalmologist. In this paper, we propose an enhancement method for low-quality …

Color retinal image enhancement using luminosity and quantile based contrast enhancement

B Gupta, M Tiwari - Multidimensional Systems and Signal Processing, 2019 - Springer
Retinal imaging is used to diagnose common eye diseases. But retinal images that suffer
from image blurring, uneven illumination and low contrast become useless for further …

An enhancement method for color retinal images based on image formation model

L Xiong, H Li, L Xu - Computer methods and programs in biomedicine, 2017 - Elsevier
Background and objective The good quality of color retinal image is essential for doctors to
make a reliable diagnose in clinics. Due to major reasons like acquisition process and …

Enhancement method with naturalness preservation and artifact suppression based on an improved Retinex variational model for color retinal images

R Han, C Tang, M Xu, B Liang, T Wu… - Journal of the Optical …, 2022 - opg.optica.org
Retinal images are widely used for the diagnosis of various diseases. However, low-quality
retinal images with uneven illumination, low contrast, or blurring may seriously interfere with …