Applying automatic kernel parameter selection method to the full bandwidth RBF kernel function for hyperspectral image classification.
Kai-Ching ChenCheng-Hsuan LiBor-Chen KuoMin-Shian WangPublished in: IGARSS (2014)
Keyphrases
- parameter selection
- kernel function
- support vector machine
- support vector
- kernel matrices
- kernel methods
- feature space
- feature set
- support vector machine svm
- image classification
- gaussian kernels
- kernel learning
- principal components
- basis functions
- cross validation
- neural network
- artificial neural networks
- high dimensional
- similarity measure
- image segmentation
- computer vision