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 …

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 …

Color retinal image enhancement using CLAHE

AW Setiawan, TR Mengko, OS Santoso… - … conference on ICT …, 2013 - ieeexplore.ieee.org
Common method in image enhancement that's often use is histogram equalization, due to
this method is simple and has low computation load. In this research, we use Contrast …

[HTML][HTML] Histogram equalization techniques for enhancement of low radiance retinal images for early detection of diabetic retinopathy

N Singh, L Kaur, K Singh - Engineering Science and Technology, an …, 2019 - Elsevier
Images are sometimes affected by improper illumination and are dark. This happens usually
in medical images or the images acquired in low light conditions. This paper focuses on …

Colour retinal image enhancement based on domain knowledge

GD Joshi, J Sivaswamy - 2008 Sixth Indian Conference on …, 2008 - ieeexplore.ieee.org
Retinal images are widely used to manually or automatically detect and diagnose many
diseases. Due to the complex imaging setup, there is a large luminosity and contrast …

Retinex-based perceptual contrast enhancement in images using luminance adaptation

Q Fu, C Jung, K Xu - IEEE Access, 2018 - ieeexplore.ieee.org
In this paper, we propose retinex-based perceptual contrast enhancement in images using
luminance adaptation. Strong illumination causes the loss of local details in an image. We …

Luminosity and contrast normalization in retinal images

M Foracchia, E Grisan, A Ruggeri - Medical image analysis, 2005 - Elsevier
Retinal images are routinely acquired and assessed to provide diagnostic evidence for
many important diseases, eg diabetes or hypertension. Because of the acquisition process …

Color image enhancement using single-scale retinex based on an improved image formation model

DH Choi, IH Jang, MH Kim… - 2008 16th European Signal …, 2008 - ieeexplore.ieee.org
In this paper, we present an improved image formation model and propose a color image
enhancement using single-scale retinex based on the model. In the presented image …

Retinal image enhancement using low-pass filtering and α-rooting

L Cao, H Li, Y Zhang - Signal Processing, 2020 - Elsevier
The blurring of a retinal image can be caused by refractive medium turbidity or imperfect
imaging conditions, which can decrease the diagnostic reliability. High-quality retinal …

A hybrid algorithm to enhance colour retinal fundus images using a Wiener filter and CLAHE

MJ Alwazzan, MA Ismael, AN Ahmed - Journal of Digital Imaging, 2021 - Springer
Digital images used in the field of ophthalmology are among the most important methods for
automatic detection of certain eye diseases. These processes include image enhancement …