Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data.
Björn WaskeJón Atli BenediktssonJohannes R. SveinssonPublished in: MCS (2009)
Keyphrases
- remote sensing data
- training data
- remote sensing
- class distribution
- multispectral
- data sets
- training set
- remote sensing images
- learning algorithm
- decision trees
- land cover
- earth observation
- test data
- class imbalance
- training examples
- land cover classification
- supervised learning
- test set
- training samples
- pattern recognition
- remotely sensed data
- satellite images
- hyperspectral
- high quality
- satellite data
- labeled data
- image data
- hyperspectral images
- minority class
- computer vision
- neural network