Feature Selection for Classification of Hyperspectral Data by SVM.
Mahesh PalGiles M. FoodyPublished in: IEEE Trans. Geosci. Remote. Sens. (2010)
Keyphrases
- feature selection
- hyperspectral data
- support vector
- support vector machine
- support vector machine svm
- hyperspectral images
- classification accuracy
- feature space
- svm classifier
- hyperspectral
- feature extraction
- feature set
- hyperspectral imagery
- random projections
- text classification
- machine learning
- high dimensionality
- feature vectors
- svm classification
- mutual information
- multispectral
- knn
- infrared
- unsupervised learning
- dimension reduction
- remote sensing
- kernel function
- text categorization
- model selection
- training set
- pattern recognition
- dimensionality reduction
- supervised learning
- kernel methods
- data compression
- bayesian classifier
- decision trees
- computer vision