Spectral-Similarity-Based Kernel of SVM for Hyperspectral Image Classification.
Ke WangLigang ChengBin YongPublished in: Remote. Sens. (2020)
Keyphrases
- hyperspectral image classification
- support vector
- hyperspectral
- kernel function
- hyperspectral images
- active learning
- kernel space
- kernel methods
- hyperspectral data
- rbf kernel
- kernel parameters
- svm classification
- support vector machine
- support vector machine svm
- decision function
- multiple kernel learning
- hyperspectral imagery
- kernel machines
- feature space
- polynomial kernels
- svm classifier
- support vectors
- histogram intersection kernel
- remote sensing
- infrared
- image data
- multispectral
- hyperplane
- knn
- linear svm
- principal components
- feature vectors
- feature selection
- target detection
- gaussian kernel
- training set
- input space
- remote sensing images
- satellite images
- machine learning
- high dimensional
- image segmentation
- computer vision