Automatic retina exudates segmentation without a manually labelled training set.
Luca GiancardoFabrice MériaudeauThomas P. KarnowskiY. LiKenneth W. TobinEdward ChaumPublished in: ISBI (2011)
Keyphrases
- retinal images
- optic disk
- vessel segmentation
- retinal vessel
- fundus images
- optic disc
- training set
- blood vessels
- optical coherence tomography
- diabetic retinopathy
- fully automatic
- training data
- test set
- labor intensive
- decision trees
- test images
- segmentation algorithm
- region growing
- region of interest
- low contrast
- segmentation method
- supervised learning
- shape prior
- image analysis
- feature space
- automatically segmented
- multiscale
- cross sectional
- level set
- data sets