Transductive image segmentation: Self-training and effect of uncertainty estimation.
Konstantinos KamnitsasStefan WinzeckEvgenios N. KornaropoulosDaniel WhitehouseCameron EnglmanPoe PhyuNorman PaoDavid K. MenonDaniel RueckertTilak DasVirginia F. J. NewcombeBen GlockerPublished in: CoRR (2021)
Keyphrases
- image segmentation
- semi supervised learning
- semi supervised
- statistical estimation
- semi supervised classification
- uncertain data
- estimation algorithm
- boundary detection
- graph cuts
- deformable models
- region growing
- text classification
- estimation accuracy
- multiscale
- level set method
- method for image segmentation
- markov random field prior
- machine learning
- segmentation algorithm
- active contours
- markov random field
- training set
- computer vision
- segmentation method
- energy function
- spectral clustering
- gray level
- unlabeled data
- graph partitioning
- decision theory
- accurate estimation
- image analysis
- image processing
- data sets