Image segmentation by region integration using initial dependence of the K-means algorithm.
Shinichi SakaidaYoshiaki ShishikuiYutaka TanakaIchiro YuyamaPublished in: Systems and Computers in Japan (1998)
Keyphrases
- k means
- expectation maximization
- image segmentation
- segmentation algorithm
- optimization algorithm
- learning algorithm
- clustering method
- objective function
- clustering algorithm
- cost function
- spectral clustering
- hierarchical clustering
- data clustering
- detection algorithm
- probabilistic model
- computational cost
- dynamic programming
- np hard
- search space
- preprocessing
- optimal solution
- fuzzy clustering algorithm
- probabilistic relaxation
- matching algorithm
- maximum likelihood
- markov random field
- similarity measure
- image processing