GLDM and Tamura features based KNN and particle swarm optimization for automatic diabetic retinopathy recognition system

E Barges, E Thabet - Multimedia Tools and Applications, 2023 - Springer
Diabetic retinopathy is one of the significant investigated topics in the last few years since
blindness could be the outcome of unchecked and serious diabetic retinopathy cases …

Hemorrhage segmentation and detection in retinal images using object detection techniques and machine learning perspectives

NS Rani, NBJ Bipin, CR Yadhu - 2019 Global Conference for …, 2019 - ieeexplore.ieee.org
Automated diagnosis of diabetic retinopathy is one of the major goals of hemorrhage
detection. Occurrence of hemorrhages in retinal images indicates the early signs of person …

UFOD: An AutoML framework for the construction, comparison, and combination of object detection models

M Garcia-Dominguez, C Dominguez, J Heras… - Pattern Recognition …, 2021 - Elsevier
Object detection models based on deep learning techniques have been successfully
applied in several contexts; however, non-expert users might find challenging the use of …

Diabetic Retinopathy Recognition System based on GLDM Features and Feed-Forward Neural Network Classifier.

EB Talal, E Thabet - Al-Qadisiyah Journal of Pure …, 2022 - qjps.researchcommons.org
Detection and recognition of DR at the early phase can prevent the risk of gradual damage
in the retina and vision loss. Many works have been introduced for automatic DR recognition …

Improved Blood Vessel and Optic Disc Segmentation for Automatic Detection of Diabetic Retinopathy

RU Yawle, PB Mane - 2024 11th International Conference on …, 2024 - ieeexplore.ieee.org
A serious condition that threatens vision and results in blindness in persons of working age
is diabetic retinopathy (DR). This work provides an inimitable approach for recognizing the …

Retinal Blood Vessels Segmentation of Diabetic Retinopathy

R Alaguselvi, K Murugan - 2021 IEEE International Conference …, 2021 - ieeexplore.ieee.org
Now a day Diabetic Retinopathy (DR) could be a common eye infection in diabetic patients.
Because DR is a type of diabetes that can cause vision loss, it is critical to ensure early …

A Systematic Review for the Classification and Segmentation of Diabetic Retinopathy Lesion from Fundus

R Alaguselvi, K Murugan - Artificial Intelligence and Machine …, 2024 - taylorfrancis.com
Diabetic retinopathy (DR) is an eye disease caused by diabetic patients that damage the
retina. The severity of the disease is found by using the symptoms like hemorrhages, micro …

Democratizing Deep Learning methods by means of AutoML tools

MG Domínguez - 2022 - dialnet.unirioja.es
Abstract Artificial Intelligence, and specifically Deep Learning, methods have become the
stateof-the-art approach to deal with Computer Vision problems in almost any field. This …