Hyperspectral feature selection for forest classification.
Tian HanDavid G. GoodenoughAndrew DykHao ChenPublished in: IGARSS (2004)
Keyphrases
- hyperspectral
- feature selection
- hyperspectral data
- hyperspectral images
- hyperspectral image classification
- pixel classification
- classification accuracy
- remote sensing
- multispectral
- text classification
- feature extraction
- feature space
- support vector
- machine learning
- hyperspectral imagery
- target detection
- infrared
- high dimensionality
- band selection
- land cover classification
- text categorization
- pattern recognition
- hyperspectral imaging
- feature set
- mutual information
- satellite images
- spatial resolution
- hyperspectral remote sensing
- active learning
- random projections
- image data
- decision trees
- dimensionality reduction
- training set
- reflectance spectra
- data streams
- knn
- feature subset
- bayesian classifier
- image classification
- naive bayes
- supervised classification
- remote sensing images
- neural network