Deep learning for image segmentation: Ultrasound image segmentation of thyroid nodules based on U_Net.
Xueting ZhouYan ChenShoushan LiuPublished in: ICAIP (2022)
Keyphrases
- deep learning
- ultrasound image segmentation
- image segmentation
- region competition
- segmentation method
- ultrasound images
- level set method
- level set
- region growing
- unsupervised learning
- active contours
- machine learning
- weakly supervised
- multiscale
- mental models
- edge enhancement
- image segmentation algorithm
- energy functional
- image processing
- segmented images
- superpixels
- shape prior
- computer vision
- image analysis
- segmentation algorithm
- graph cuts
- markov random field
- multi band
- medical imaging
- deformable models
- energy minimization
- gray level
- higher order
- edge detection
- feature selection
- decision making
- curve evolution
- medical images
- generative model
- active contour model
- object segmentation