Classification of POLSAR images using a fast fuzzy c-medians clustering algorithm.
Paul R. KerstenJong-Sen LeeThomas L. AinsworthPublished in: IGARSS (2004)
Keyphrases
- image classification
- clustering algorithm
- image data
- ground truth
- clustering analysis
- image database
- object recognition
- image retrieval
- image features
- fuzzy clustering
- input image
- image collections
- test images
- decision trees
- pattern recognition
- classification accuracy
- unsupervised learning
- three dimensional
- segmentation method
- class labels
- neural network
- image matching
- image registration
- gabor filters
- handwritten digits
- image analysis
- preprocessing stage
- machine learning
- image annotation
- fuzzy classifier
- fuzzy classification
- edge detection
- classification method
- text classification
- supervised learning
- fuzzy logic
- k means
- support vector
- feature extraction
- classification algorithm
- feature points
- fuzzy sets
- hyperspectral images
- multiresolution
- feature space
- thematic mapper
- pigmented skin lesions