Pathological OCT Retinal Layer Segmentation using Branch Residual U-shape Networks.
Stefanos ApostolopoulosSandro De ZanetCarlos CillerSebastian WolfRaphael SznitmanPublished in: CoRR (2017)
Keyphrases
- optical coherence tomography
- oct images
- shape prior
- retinal images
- shape model
- fundus images
- level set
- segmentation algorithm
- shape descriptors
- imaging modalities
- perceptual grouping
- image segmentation
- shape variations
- segmentation method
- shape representation
- multi directional
- geometric shapes
- energy function
- graph cuts
- medical images
- energy functional
- image analysis
- prior shape
- robust segmentation
- social networks
- retinal blood vessels
- optic disc
- automated segmentation
- global shape
- cross sections
- deformable models
- edge detection
- multiscale
- coronary artery
- vessel segmentation
- object shape
- inter layer
- cross section
- residual error
- shape matching
- shape constraints
- appearance cues
- object boundaries
- image sequences