Morphological Texture Features for Unsupervised and Supervised Segmentations of Natural Landscapes.
Irene EpifanioPierre SoillePublished in: IEEE Trans. Geosci. Remote. Sens. (2007)
Keyphrases
- texture features
- unsupervised learning
- texture classification
- semi supervised
- supervised learning
- unsupervised methods
- texture analysis
- feature vectors
- texture images
- gabor filters
- gray level
- texture information
- image features
- distance measure
- feature extraction
- texture feature extraction
- local binary pattern
- shape features
- rotation invariant
- gabor wavelets
- color features
- feature set
- image segmentation
- image processing
- texture patterns
- textured images
- gabor filtering
- machine learning
- learning algorithm
- texture descriptors
- textural features
- color and texture features
- object segmentation
- medical images
- training set
- object recognition
- similarity measure
- feature selection
- data sets
- texture features are extracted
- mixture of gaussian distributions