Fuzzy C-Mean for Unsupervised Spectral-Spatial SVM Classification of Hyperspectral Images.
Rafika Ben SalemKarim Saheb EttabaâMohamed Ali HamdiPublished in: AICCSA (2017)
Keyphrases
- hyperspectral images
- svm classification
- fuzzy c means
- spectral signatures
- hyperspectral
- fuzzy clustering
- hyperspectral imagery
- hyperspectral data
- spectral bands
- support vector machine
- remote sensing
- support vector machine svm
- classification accuracy
- support vector
- unsupervised learning
- kernel function
- svm classifier
- multispectral
- clustering algorithm
- spatial information
- multispectral images
- semi supervised
- multiclass classification
- target detection
- image classification
- image segmentation
- remote sensing images
- infrared
- membership functions
- classification method
- clustering method
- image analysis
- data analysis
- neural network
- cross validation
- data sets
- computational intelligence
- supervised learning
- fuzzy logic
- active learning
- high dimensional
- data mining