An Improvement of Spectral Clustering via Message Passing and Density Sensitive Similarity.
Lijuan WangShifei DingHongjie JiaPublished in: IEEE Access (2019)
Keyphrases
- message passing
- spectral clustering
- similarity matrix
- alternative clusterings
- similarity graph
- belief propagation
- normalized cut
- pairwise
- clustering quality
- clustering method
- data clustering
- distributed systems
- similarity measure
- markov random field
- shared memory
- k means
- graph partitioning
- factor graphs
- approximate inference
- inference in graphical models
- constrained spectral clustering
- graphical models
- image segmentation
- clustering algorithm
- sum product algorithm
- stereo matching
- graph cuts
- semi supervised
- d objects
- dynamic programming
- sum product
- image processing