Multi-scale constraints and perturbation consistency for semi-supervised sonar image segmentation.
Huipu XuPengfei TongMeixiang ZhangPublished in: Signal Image Video Process. (2024)
Keyphrases
- multiscale
- image segmentation
- semi supervised
- semi supervised clustering
- global constraints
- pairwise constraints
- consistency checking
- constrained clustering
- semi supervised learning
- path consistency
- image processing
- consistency constraints
- mobile robot
- markov random field
- scale space
- image representation
- wavelet transform
- supervised learning
- natural images
- semi supervised classification
- constraint problems
- constraint networks
- multiple scales
- active learning
- region growing
- spectral clustering
- global consistency
- constraint satisfaction
- machine learning
- expectation maximization
- unlabeled data
- boundary detection
- temporal reasoning
- constraint programming
- active contours
- graph cuts
- pairwise
- training data
- computer vision