Semi-supervised Segmentation of Optic Cup in Retinal Fundus Images Using Variational Autoencoder.
Suman SedaiDwarikanath MahapatraSajini HewavitharanageStefan MaetschkeRahil GarnaviPublished in: MICCAI (2) (2017)
Keyphrases
- optic disc
- semi supervised
- retinal fundus images
- fundus images
- image segmentation
- variational framework
- level set
- segmentation algorithm
- semi supervised learning
- blood vessels
- framework for image segmentation
- multiscale
- retinal images
- segmentation method
- medical images
- segmentation accuracy
- region growing
- shape prior
- fully automatic
- object segmentation
- level set method
- segmented images
- labeled data
- markov random field
- optical flow
- medical imaging
- energy function
- supervised learning
- active learning