Semi-Supervised Learning With Deep Embedded Clustering for Image Classification and Segmentation.
Joseph EnguehardPeter O'HalloranAli GholipourPublished in: IEEE Access (2019)
Keyphrases
- semi supervised learning
- image classification
- unsupervised learning
- semi supervised
- unlabeled data
- semi supervised clustering
- labeled data
- dirichlet process mixture models
- supervised learning
- graph construction
- co training
- machine learning
- clustering method
- segmentation algorithm
- clustering algorithm
- semi supervised classification
- training data
- manifold regularization
- label propagation
- k means
- semi supervised learning algorithms
- unsupervised clustering
- segmentation method
- transfer learning
- data clustering
- object segmentation
- image segmentation
- pairwise constraints
- feature extraction
- data points
- bag of words
- energy function
- spectral clustering
- active learning
- image representation
- metric learning
- normalized cut
- prior knowledge
- pairwise
- graph cuts
- graph based semi supervised learning
- pair wise constraints