Mapping Bugweed (Solanum mauritianum) Infestations in Pinus patula Plantations Using Hyperspectral Imagery and Support Vector Machines.
Jonathan Tom AtkinsonRiyad IsmailMark RobertsonPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2014)
Keyphrases
- hyperspectral imagery
- support vector
- high dimensional feature space
- kernel function
- multispectral
- hyperspectral
- remote sensing
- hyperspectral images
- target detection
- hyperspectral data
- kernel methods
- spectral bands
- spatial resolution
- training examples
- change detection
- multi band
- input space
- classification accuracy
- support vectors
- image processing
- svm classifier
- high dimensional
- image analysis
- support vector machine
- hyperplane
- infrared
- remote sensing images
- mutual information
- feature vectors
- image reconstruction
- pattern recognition