Boosting Convolutional Filters with Entropy Sampling for Optic Cup and Disc Image Segmentation from Fundus Images.
Julian G. ZillyJoachim M. BuhmannDwarikanath MahapatraPublished in: MLMI (2015)
Keyphrases
- fundus images
- optical coherence tomography
- image segmentation
- optic disc
- blood vessels
- retinal images
- vascular tree
- vessel segmentation
- multiscale
- imaging modalities
- mutual information
- vessel enhancement
- image processing
- retinal blood vessels
- diabetic retinopathy
- computer vision
- segmentation algorithm
- medical imaging
- markov random field
- region growing
- image analysis
- graph cuts
- gray level
- sample size
- level set method
- deformable models
- shape prior
- deep learning
- segmentation scheme
- segmentation method
- level set
- region merging
- cross sections
- segmented images
- edge detection