Fast in-memory spectral clustering using a fixed-size approach.
Rocco LangoneRaghvendra MallVilen JumutcJohan A. K. SuykensPublished in: ESANN (2016)
Keyphrases
- spectral clustering
- fixed size
- sliding window
- variable size
- clustering method
- data clustering
- pairwise
- k means
- similarity matrix
- clustering algorithm
- constrained spectral clustering
- window size
- graph laplacian
- image segmentation
- eigendecomposition
- evolutionary clustering
- small image patches
- alternative clusterings
- normalized cut
- spectral methods
- graph partitioning
- graph cuts
- affinity matrix
- reservoir sampling
- multiscale