DTSC-Net: Semi-supervised 3D Biomedical Image Segmentation through Dual-Teacher Simplified Consistency.
Xiaogen ZhouZhiqiang LiTong TongPublished in: BIBM (2022)
Keyphrases
- semi supervised
- image segmentation
- semi supervised learning
- labeled data
- multi view
- graph cuts
- pairwise
- markov random field
- method for image segmentation
- deformable models
- contour detection
- unsupervised learning
- learning process
- unsupervised image segmentation
- supervised learning
- unsupervised clustering
- semi supervised clustering
- professional development
- unlabeled data
- active contours
- semi supervised classification
- boundary detection
- region growing
- pairwise constraints
- level set method
- object segmentation
- gray level
- image processing
- image segmentation algorithms
- segmented images
- information extraction
- multiscale
- biomedical literature
- normalized cut
- segmentation method
- energy function
- region merging
- biomedical images
- segmentation algorithm
- probabilistic relaxation
- computer vision