Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks.
Yufan HeAaron CarassBruno M. JedynakSharon D. SolomonShiv SaidhaPeter A. CalabresiJerry L. PrincePublished in: CoRR (2018)
Keyphrases
- convolutional neural networks
- human retina
- optical coherence tomography
- segmentation algorithm
- oct images
- image segmentation
- region growing
- deformable surface model
- segmentation method
- convolutional network
- level set
- object segmentation
- connected regions
- multiscale
- grey level
- fully automatic
- real time
- automatic segmentation
- multi directional
- image analysis
- segmentation errors
- image processing
- edge detection
- energy function
- segmented images
- medical imaging
- image regions