Vessel segmentation in eye fundus images using ensemble learning and curve fitting.
Elco OostYuki AkatsukaAkinobu ShimizuHidefumi KobatakeDaisuke FurukawaAkihiro KatayamaPublished in: ISBI (2010)
Keyphrases
- fundus images
- ensemble learning
- curve fitting
- vessel segmentation
- blood vessels
- retinal images
- diabetic retinopathy
- optic disc
- low contrast
- least squares
- ensemble methods
- generalization ability
- b spline
- random forest
- vessel enhancement
- optical coherence tomography
- region of interest
- region growing
- base classifiers
- unlabeled data
- feature selection
- feature extraction
- neural network
- fully automatic
- linear combination
- unsupervised learning
- learning algorithm