Semi-supervised spectral clustering with automatic propagation of pairwise constraints.
Nicolas VoironAlexandre BenoîtAndrei FilipPatrick LambertBogdan IonescuPublished in: CBMI (2015)
Keyphrases
- pairwise constraints
- spectral clustering
- semi supervised
- semi supervised clustering
- pairwise
- constrained spectral clustering
- semi supervised classification
- data clustering
- clustering method
- constrained clustering
- label propagation
- clustering algorithm
- k means
- image segmentation
- similarity matrix
- normalized cut
- semi supervised learning
- labeled data
- cluster analysis
- nonnegative matrix factorization
- feature space
- knn
- unlabeled data
- data analysis
- unsupervised clustering
- object recognition
- feature extraction
- face recognition
- machine learning