Incremental spectral clustering by efficiently updating the eigen-system.
Huazhong NingWei XuYun ChiYihong GongThomas S. HuangPublished in: Pattern Recognit. (2010)
Keyphrases
- spectral clustering
- pairwise
- data clustering
- eigenvalue decomposition
- clustering method
- similarity matrix
- k means
- constrained spectral clustering
- clustering algorithm
- evolutionary clustering
- graph laplacian
- nonnegative matrix factorization
- image segmentation
- eigendecomposition
- spectral methods
- alternative clusterings
- graph partitioning
- label propagation
- affinity matrix
- computer vision
- model selection
- similarity measure
- laplacian matrix
- feature extraction