Multiple Kernel-Based SVM Classification of Hyperspectral Images by Combining Spectral, Spatial, and Semantic Information.
Yi WangWenke YuZhice FangPublished in: Remote. Sens. (2020)
Keyphrases
- semantic information
- hyperspectral images
- svm classification
- hyperspectral
- support vector machine
- hyperspectral imagery
- hyperspectral data
- keywords
- spectral bands
- wordnet
- remote sensing
- semantic similarity
- domain knowledge
- high level
- support vector machine svm
- support vector
- spatial information
- multispectral
- contextual information
- svm classifier
- metadata
- multispectral images
- kernel methods
- multi class
- hyperplane
- low level
- infrared
- spatial resolution
- multiclass classification
- classification accuracy
- image data
- feature selection
- machine learning