Retinal image enhancement using hybrid approach

PK Verma, NP Singh - … Intelligence and Smart Systems: Proceedings of …, 2022 - Springer
Human eyes are the most important part of the body. Human eyes are capable to
differentiate approximate 10 million colors. In this paper, we implement the Enhancement …

Evaluation of effectiveness of image enhancement techniques with application to retinal fundus images

MN Pal, M Banerjee - 2020 4th international conference on …, 2020 - ieeexplore.ieee.org
Retinal image characteristic is utilized for early diagnosis of diseases like hypertension,
diabetes, glaucoma etc. Computerized diagnostic system can increase the effectiveness of …

Color retinal image enhancement using exposure fusion framework

AW Setiawan - … Seminar on Intelligent Technology and Its …, 2021 - ieeexplore.ieee.org
Color retinal image quality is an important parameter for ophthalmologists and computer-
aided diagnosis. Thus, this study tries to enhance its quality using the Exposure Fusion …

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 …

Retinal Image Enhancement for Detection of Medical Complications—A Summary

Ashanand, M Kaur - Smart Energy and Advancement in Power …, 2022 - Springer
Retinal Image is an image obtained from a Fundus camera which is used for the detection of
abnormalities and unwanted growth of cells. For proper identification of abnormalities …

Fundus image enhancement using hybrid deep learning approaches

MS Harine, A Kumar, P Gopinath… - 2023 1st International …, 2023 - ieeexplore.ieee.org
Imaging of the retinal fundus plays a main role in retinal disease diagnosis. Intricate
information in retinal fundus images, such as small vessels, microaneurysms, and effusions …

[HTML][HTML] Enhancing Retina Images by Lowpass Filtering Using Binomial Filter

MH AlRowaily, H Arof, I Ibrahim, H Yazid… - Diagnostics, 2024 - mdpi.com
This study presents a method to enhance the contrast and luminosity of fundus images with
boundary reflection. In this work, 100 retina images taken from online databases are utilized …

Hybrid retinal image enhancement algorithm for diabetic retinopathy diagnostic using deep learning model

SH Abbood, HNA Hamed, MSM Rahim… - IEEE …, 2022 - ieeexplore.ieee.org
Diabetic Retinopathy (DR) is a prevalent acute stage of diabetes mellitus that causes vision-
effecting abnormalities on the retina. This will cause blindness if not identified early …

[PDF][PDF] Retinal image enhancement by using adapted histogram equalization based on segmentation and lab color space

EM Jawad, HJM Hazim, G Daway - Int. J. Intell. Eng. Syst, 2022 - researchgate.net
Enhancing retinal images is the most important thing to detect eye diseases. Many of the
retinal images taken with the optical coherence tomography (OCT) device suffer from …

A hybrid system for enhancement retinal image reduction

A Desiani, M Adrezo, AM Alfan… - … Multimedia, Cyber and …, 2021 - ieeexplore.ieee.org
A retina can use for the identification of a diabetic disease or diabetic retinopathy. Therefore,
retinal images can be used for the early detection of diabetic retinopathy. The retinal images …