Different treatments of pixels in unlabeled images for semi- supervised sonar image segmentation.
Huipu XuPengfei TongYongzhi LiPublished in: Int. J. Mach. Learn. Cybern. (2024)
Keyphrases
- semi supervised
- unlabeled images
- image segmentation
- unsupervised learning
- unlabeled data
- labeled data
- transductive learning
- semi supervised learning
- labeled and unlabeled data
- supervised learning
- semi supervised classification
- pairwise
- markov random field
- co training
- active learning
- multi view
- graph cuts
- input image
- label propagation
- multiscale
- image processing
- high resolution
- pairwise constraints
- segmentation algorithm
- generative model
- training data
- spectral clustering
- object classes
- object segmentation
- machine learning
- text classification
- relevance feedback
- learning algorithm
- training examples
- class labels
- label information
- prior knowledge
- computer vision