A Comparative Study of SAM's Performance Against Three U-Net Architectures on Retinal Vessels Segmentation Task.
Yasine LehmianiSami BelattarAbdelhak MahmoudiPublished in: SITA (2023)
Keyphrases
- retinal images
- blood vessels
- vessel detection
- vessel segmentation
- retinal blood vessels
- optic disc
- retinal fundus images
- tubular structures
- medical images
- retinal vessel
- oct images
- optical coherence tomography
- image segmentation
- fundus images
- anatomical structures
- segmentation method
- segmentation algorithm
- vascular tree
- brain mri
- image analysis
- segmentation errors
- segmentation accuracy
- shape prior
- accurate segmentation
- grey level
- vessel tree
- region growing
- semi automatic segmentation
- level set
- database programming
- magnetic resonance angiography
- vessel enhancement
- low contrast
- region of interest
- fully automatic