Self-supervised spectral clustering with exemplar constraints.
Liang BaiYunxiao ZhaoJiye LiangPublished in: Pattern Recognit. (2022)
Keyphrases
- spectral clustering
- constrained clustering
- pairwise constraints
- data clustering
- clustering method
- pairwise
- constrained spectral clustering
- clustering algorithm
- evolutionary clustering
- k means
- eigendecomposition
- image segmentation
- similarity matrix
- instance level constraints
- spectral methods
- pairwise similarities
- normalized cut
- affinity matrix
- graph partitioning
- nonnegative matrix factorization
- alternative clusterings
- graph laplacian
- random walk
- machine learning
- high dimensional
- label propagation
- clustering quality
- active learning