Simplifying Support Vector Machines for Regression analysis of hyperspectral imagery.

Andreas Rabe Sebastian van der Linden Patrick Hostert

Published 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