Retinal Vessel Segmentation by U-Net with VGG-16 Backbone on Patched Images with Smooth Blending.
Martin HasalMarek PechaJana NowakováDaniel Hernández-SosaVáclav SnáselJuraj TimkovicPublished in: INCoS (2023)
Keyphrases
- segmentation algorithm
- segmentation method
- image analysis
- image data
- input image
- edge detection
- accurate segmentation
- image registration
- image segmentation
- segmented images
- fully automatic
- multiscale
- intensity distribution
- automated segmentation
- medical images
- three dimensional
- segmentation scheme
- brain tumors
- automatic segmentation
- region growing
- region of interest
- retinal images
- segmentation result
- region merging
- low contrast
- watershed segmentation
- enhanced image
- optic disc