Unsupervised classification of polarimetric synthetic aperture Radar images using fuzzy clustering and EM clustering.
Paul R. KerstenJong-Sen LeeThomas L. AinsworthPublished in: IEEE Trans. Geosci. Remote. Sens. (2005)
Keyphrases
- fuzzy clustering
- unsupervised classification
- synthetic aperture radar images
- unsupervised learning
- synthetic aperture radar
- clustering algorithm
- cluster analysis
- fuzzy c means
- clustering ensemble
- fuzzy clustering algorithm
- k means
- data clustering
- fuzzy clustering algorithms
- clustering analysis
- sar images
- multispectral
- supervised classification
- hard c means
- membership functions
- cluster centers
- remote sensing images
- remote sensing data
- maximum likelihood
- expectation maximization
- image reconstruction
- parameter estimation
- probabilistic model
- hyperspectral images
- em algorithm
- model selection
- validity index
- machine learning
- pattern recognition
- high quality
- image segmentation
- image processing