Using Suitable Neighbors to Augment the Training Set in Hyperspectral Maximum Likelihood Classification.
John A. RichardsXiuping JiaPublished in: IEEE Geosci. Remote. Sens. Lett. (2008)
Keyphrases
- hyperspectral
- training set
- hyperspectral data
- hyperspectral images
- maximum likelihood
- classification accuracy
- pixel classification
- hyperspectral image classification
- multispectral
- hyperspectral imagery
- nearest neighbor
- supervised learning
- remote sensing
- band selection
- svm classifier
- training samples
- target detection
- land cover classification
- support vector machine
- cross validation
- infrared
- image data
- feature space
- decision trees
- data sets
- training data
- hyperspectral remote sensing
- spatial resolution
- satellite images
- active learning
- spectral bands
- hyperspectral imaging
- machine learning
- pattern recognition
- support vector
- feature extraction
- information content
- spectral data
- feature selection
- image classification