Optimizing Subspace SVM Ensemble for Hyperspectral Imagery Classification.
Yushi ChenXing ZhaoZhouhan LinPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2014)
Keyphrases
- hyperspectral imagery
- support vector machine svm
- kernel based nonlinear
- support vector
- hyperspectral data
- feature space
- support vector machine
- training set
- feature selection
- hyperspectral images
- classification algorithm
- svm classifier
- subspace projection
- ensemble classifier
- feature vectors
- classification accuracy
- hyperspectral
- feature extraction
- machine learning
- pattern recognition
- target detection
- knn
- decision trees
- low dimensional
- spectral signatures
- multispectral
- generalization ability
- high dimensional
- kernel function
- training data
- multi class
- mean shift
- base classifiers
- image reconstruction
- remote sensing
- infrared
- high dimensional data
- input data
- video sequences