Detection of DR from retinal fundus images using prediction ANN classifier and RG based threshold segmentation for diabetes.
P. Preethy RebeccaS. AllwinPublished in: J. Ambient Intell. Humaniz. Comput. (2021)
Keyphrases
- retinal fundus images
- optic disc
- threshold selection
- feature extraction and classification
- artificial neural networks
- model based segmentation
- blood vessels
- discriminative classifiers
- segmentation algorithm
- image segmentation
- ann models
- multi layer perceptron
- multiscale
- neural network
- medical images
- retinal images
- segmentation method
- support vector machine
- object detection
- segmentation accuracy
- level set
- line detection
- object segmentation
- detection rate
- health care
- hough transform
- accurate segmentation
- segmented images
- false positives
- bounding box
- background subtraction
- receiver operating characteristic curves