Improving retinal images segmentation using styleGAN image augmentation.
Gal OfirDana CohenPublished in: Medical Imaging: Computer-Aided Diagnosis (2021)
Keyphrases
- retinal images
- image segmentation
- optic disc
- segmentation algorithm
- segmentation method
- multiscale
- vessel segmentation
- retinal fundus images
- image analysis
- optic disk
- circular hough transform
- image regions
- input image
- segmented images
- retinal blood vessels
- image data
- edge detection
- single image
- fundus images
- segmentation scheme
- energy function
- region growing
- gray value
- high resolution
- hough transform
- blood vessels
- region of interest
- volumetric data
- image matching
- infrared images
- active contours
- graph cuts
- phase congruency
- wavelet transform
- vessel detection
- fully automatic