Unsupervised domain adaptation for histopathology image segmentation with incomplete labels.
Huihui ZhouYan WangBenyan ZhangChunhua ZhouMaxim Sergeevich VonskyLubov B. MitrofanovaDuowu ZouQingli LiPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- image segmentation
- segmented images
- graph cuts
- image labeling
- markov random field
- active contours
- image processing
- image analysis
- labeling problems
- method for image segmentation
- energy minimization
- region growing
- contour detection
- medical imaging
- deformable models
- multi label
- pairwise
- multiscale
- training data
- fuzzy c means
- multilevel thresholding
- computer vision
- segmentation method
- gray level
- noisy data
- variational level set
- sea surface
- decision trees
- expectation maximization
- image segmentation algorithm
- texture segmentation
- energy function
- shape prior
- boundary detection
- segmentation algorithm
- spectral clustering
- data sets
- markov random field model
- probabilistic relaxation
- unsupervised image segmentation
- class labels
- image segmentation algorithms
- object segmentation
- incomplete data
- region merging
- region segmentation
- training examples
- level set method