DCAM-NET:A novel domain generalization optic cup and optic disc segmentation pipeline with multi-region and multi-scale convolution attention mechanism.
Kaiwen HuaXianjin FangZhiri TangYing ChengZekuan YuPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- optic disc
- fundus images
- multiscale
- optic disk
- segmentation scheme
- attention mechanism
- optical coherence tomography
- retinal images
- circular hough transform
- image processing
- blood vessels
- segmentation algorithm
- ellipse fitting
- image segmentation
- visual attention
- retinal fundus images
- region of interest
- edge detection
- diabetic retinopathy
- computer vision
- segmentation method
- wavelet transform
- image regions
- energy function
- segmented images
- image representation
- segmentation result
- graph cuts
- vision system
- denoising
- input image
- feature extraction
- high level