Image Enhancement using Convolution Neural Networks
HA Salman, A Kalakech - … Journal of Machine …, 2024 - journals.mesopotamian.press
The research presents a comprehensive exploration of the topic of image enhancement
using convolutional neural networks (CNN). The research goes deeper into the advanced …
using convolutional neural networks (CNN). The research goes deeper into the advanced …
Automated fuzzy optic disc detection algorithm using branching of vessels and color properties in fundus images
Optic disc (OD) detection is a basic procedure for the image processing algorithms which
intend to diagnose and track retinal disorders. In this study, a new OD localization approach …
intend to diagnose and track retinal disorders. In this study, a new OD localization approach …
A Novel IR Analyzer Based Property Extraction for Segmented Branch Retinal Artery Occlusion and GWO-CNN Based Classification–An Ophthalmic Outcome
SG Gayathri, S Joseph Jawhar - IETE Journal of Research, 2023 - Taylor & Francis
Branch Retinal Artery Occlusion (BRAO) has become a serious disorder causing permanent
loss of vision. It is mainly caused due to the rupture of blood vessels which is too small in …
loss of vision. It is mainly caused due to the rupture of blood vessels which is too small in …
Deep CNN based microaneurysm-haemorrhage classification in retinal images considering local neighbourhoods
M Nandy Pal, A Sarkar, A Gupta… - Computer Methods in …, 2022 - Taylor & Francis
Retinal image characteristics can be utilised for early diagnosis of Diabetic Retinopathy
(DR). The earliest symptom of DR is the presence of microaneurysm and haemorrhage in …
(DR). The earliest symptom of DR is the presence of microaneurysm and haemorrhage in …
A two-phase novel optic disc detection algorithm based on vesselness distribution and a fuzzy classifier using vessel ramification and fundus color features
M Nergiz - Photo Acoustic and Optical Coherence Tomography …, 2022 - iopscience.iop.org
One of the essential tasks for the diagnosis and tracking of the retinal diseases is optic disc
(OD) detection. In this study, a novel OD detection method is developed based on two …
(OD) detection. In this study, a novel OD detection method is developed based on two …
[PDF][PDF] Convolution neural network for diabetic retinopathy classification with select enhancment algorithm
M Sheet, S Salim - 2022 - eprints.utm.my
Diabetic retinopathy and retinal vascular occlusion are the most significant causes of vision
loss. Physical examinations are no longer sufficient to detect early retinal diseases due to …
loss. Physical examinations are no longer sufficient to detect early retinal diseases due to …
[PDF][PDF] Non-Uniform Channels Mixing and Template Matching Based Denoising of Retinal Images for Optic Disk Detection
Non-Uniform Channels Mixing and Template Matching Based Denoising of Retinal Images for
Optic Disk Detection Page 1 Advanced Studies in Biology, Vol. 10, 2018, no. 1, 45 - 59 HIKARI …
Optic Disk Detection Page 1 Advanced Studies in Biology, Vol. 10, 2018, no. 1, 45 - 59 HIKARI …