Dual-Branch U-Net Architecture for Retinal Lesions Segmentation on Fundus Image.
Ming YinToufique Ahmed SoomroFayyaz Ali JandanAyoub FatihiFaisal Bin UbaidMuhammad IrfanAhmed J. AfifiSaifur RahmanSergii TelenykGrzegorz NowakowskiPublished in: IEEE Access (2023)
Keyphrases
- image analysis
- fundus images
- segmentation method
- image segmentation
- segmentation algorithm
- grey level
- multiscale
- input image
- image features
- image regions
- image data
- adaptive thresholding
- image pixels
- optic disc
- edge detection
- energy function
- pixel level
- region segmentation
- homogeneous regions
- segmented images
- optical coherence tomography
- diabetic retinopathy
- single image
- blood vessels
- image segmentation algorithm
- retinal images
- gray level images
- retinal fundus images
- image segments
- segmentation errors
- segmentation accuracy
- test images
- region growing
- object segmentation
- microscopy images
- energy functional
- gray value
- pet images
- optimal segmentation
- foreground and background
- high resolution
- image slices
- level set
- watershed segmentation
- brain mri
- image processing
- region of interest
- oct images