A Transfer Learning and Image Augmentation Method for Carotid Artery Vulnerable Plaque Segmentation in Ultrasound Images.
Yanchao YuanLu XuCancheng LiXunming JiYang HuaJicong ZhangPublished in: AIPR (2022)
Keyphrases
- carotid artery
- ultrasound images
- segmentation method
- edge detection
- segmentation algorithm
- speckle noise
- region growing
- segmentation result
- fully automatic
- transfer learning
- multiscale
- energy function
- image segmentation
- fully automated
- manual segmentation
- image analysis
- gray value
- input image
- deformable models
- automatic segmentation
- pairwise
- active contours
- image data
- high resolution
- shape prior
- prior knowledge
- superpixels
- gold standard
- additive noise