Improved spatial fuzzy c-means clustering for image segmentation using PSO initialization, Mahalanobis distance and post-segmentation correction.
Ahmed Nasreddine BenaichoucheHamouche OulhadjPatrick SiarryPublished in: Digit. Signal Process. (2013)
Keyphrases
- fuzzy c means clustering
- image segmentation
- mahalanobis distance
- image segmentation algorithm
- fuzzy c means
- segmentation algorithm
- euclidean distance
- region growing
- segmented images
- level set
- noise model
- markov random field
- shape prior
- covariance matrix
- object segmentation
- segmentation method
- multiscale
- energy function
- particle swarm optimization
- image processing
- level set method
- mean shift
- metric learning
- graph cuts
- active contours
- superpixels
- computer vision
- data distribution
- fuzzy clustering
- distance metric
- deformable models
- neural network
- clustering method
- high dimensional
- expectation maximization
- similarity measure
- distance measure
- edge detection