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 …

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 …

Low‐light image enhancement based on exponential Retinex variational model

X Chen, J Li, Z Hua - IET Image Processing, 2021 - Wiley Online Library
Aiming at the problems of residual noise, low contrast, and limited detail information caused
by low‐light images, this paper proposes a new Retinex variational model. According to …

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 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 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 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 …

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 …

Contrast Enhancement Method Based on Multi-Scale Retinex and Adaptive Gamma Correction

S Ma, C Yang, S Bao - Journal of Advanced Computational …, 2022 - jstage.jst.go.jp
The most common methods to improve the quality of images with insufficient visibility are
retinex-based and gamma correction methods. The fundamental assumption of retinex …

A novel Retinex image enhancement approach via brightness channel prior and change of detail prior

Z Gu, M Ju, D Zhang - Pattern Recognition and Image Analysis, 2017 - Springer
In this paper, we propose a novel Retinex image enhancement approach by adopting two
important prior named brightness channel prior (BCP) and change of detail (CoD) prior. We …