Simplifying Support Vector Machines for Regression analysis of hyperspectral imagery.
Andreas RabeSebastian van der LindenPatrick HostertPublished in: WHISPERS (2009)
Keyphrases
- regression analysis
- hyperspectral imagery
- support vector
- learning machines
- multispectral
- hyperspectral
- regression model
- hyperspectral images
- remote sensing
- spatial resolution
- explanatory variables
- linear regression model
- target detection
- factor analysis
- change detection
- linear regression models
- support vector machine
- svm classifier
- infrared
- feature selection
- information content
- kernel function
- image data
- statistical tests
- discriminant analysis
- model selection
- least squares
- data analysis