Merging dominant sets and DBSCAN for robust clustering and image segmentation.
Jian HouChunshi ShaLei ChiQi XiaNaiming QiPublished in: ICIP (2014)
Keyphrases
- clustering algorithm
- image segmentation
- clustering method
- k means
- spectral clustering
- data clustering
- density based clustering algorithm
- density based clustering
- spatial clustering
- instance level constraints
- cluster analysis
- agglomerative clustering
- unsupervised clustering
- fuzzy c means
- merging algorithm
- self organizing maps
- segmentation method
- parameter free
- fuzzy c means clustering
- data points
- region merging
- graph partitioning
- multiscale
- information theoretic
- graph cuts
- expectation maximization
- computationally efficient
- image processing
- cluster centers
- neural network
- clustering framework
- data mining
- cluster validation
- normalized cut
- boundary detection
- categorical data
- partial occlusion
- region growing
- hierarchical clustering
- document clustering
- outlier detection
- unsupervised learning
- segmentation algorithm