Segmentation of Exudates via Color-based K-means Clustering and Statistical-based Thresholding.
Atef Zaki GhalwashAliaa Abdel-Halim YoussifAli Mohamed Nabil AllamPublished in: J. Comput. Sci. (2017)
Keyphrases
- optic disk
- retinal images
- optic disc
- image segmentation
- adaptive thresholding
- fundus images
- thresholding method
- vessel segmentation
- edge detection
- otsu method
- statistical analysis
- segmentation method
- region growing
- level set
- global thresholding
- multiscale
- segmentation algorithm
- threshold selection
- fully automatic
- color features
- blood vessels
- medical images
- diabetic retinopathy
- object recognition
- energy function
- image analysis
- k means
- clustering algorithm