Foveal Avascular Zone Segmentation of Octa Images Using Deep Learning Approach with Unsupervised Vessel Segmentation.
Zhijin LiangJunkang ZhangCheolhong AnPublished in: ICASSP (2021)
Keyphrases
- vessel segmentation
- deep learning
- segmentation algorithm
- anatomical knowledge
- region growing
- segmentation method
- magnetic resonance angiography
- test images
- edge detection
- image regions
- blood vessels
- input image
- fully automatic
- unsupervised learning
- object recognition
- region of interest
- image segmentation
- image registration
- machine learning
- retinal images
- image features
- deep architectures
- ct images
- multiple objects
- vessel enhancement
- energy function
- multiscale
- deep belief networks
- image retrieval
- microscopy images
- bounding box
- semi supervised
- medical images
- level set
- weakly supervised
- optic disc
- co occurrence
- higher order
- graph cuts