Multiscale image segmentation using a hierarchical self-organizing map.
Suchendra M. BhandarkarJean KohMinsoo SukPublished in: Neurocomputing (1997)
Keyphrases
- self organizing maps
- multiscale
- image segmentation
- coarse to fine
- growing self organizing map
- unsupervised learning
- competitive learning
- neural network
- som neural network
- image processing
- learning vector quantization
- edge detection
- k means
- neural gas
- markov random field
- topology preserving
- input data
- region growing
- graph cuts
- level set
- segmentation algorithm
- superpixels
- level set method
- segmentation method
- active contours
- segmentation result
- probabilistic neural network
- data sets
- energy function
- feature maps
- machine learning
- expectation maximization
- data mining