Support vector machines, import vector machines and relevance vector machines for hyperspectral classification - A comparison.
Andreas Ch. BraunUwe WeidnerStefan HinzPublished in: WHISPERS (2011)
Keyphrases
- relevance vector machines
- learning machines
- support vector
- hyperspectral
- hyperspectral images
- support vector machine
- hyperspectral data
- classification accuracy
- hyperspectral image classification
- pixel classification
- multispectral
- machine learning
- remote sensing
- feature vectors
- model selection
- infrared
- feature selection
- generalization ability
- ensemble learning
- target detection
- pattern recognition
- learning tasks
- image data
- support vectors
- training samples
- training set
- feature space
- hyperspectral imagery
- decision trees
- spectral bands
- hyperspectral remote sensing
- learning algorithm