Multioutput Support Vector Regression for Remote Sensing Biophysical Parameter Estimation.
Devis TuiaJochem VerrelstLuis Alonso-ChordaFernando Pérez-CruzGustavo Camps-VallsPublished in: IEEE Geosci. Remote. Sens. Lett. (2011)
Keyphrases
- support vector regression
- parameter estimation
- remote sensing
- change detection
- maximum likelihood
- model selection
- remote sensing images
- regression model
- multispectral
- least squares
- high resolution
- hyperspectral
- image fusion
- support vector
- remote sensing imagery
- markov random field
- image analysis
- satellite data
- support vector machine svm
- hybrid model
- image processing
- em algorithm
- expectation maximization
- remote sensing data
- parameter estimation algorithm
- kernel function
- support vector machine
- satellite images
- land cover
- automatic image registration
- synthetic aperture radar
- image data
- remote sensed images
- multispectral images
- digital elevation models
- data points
- neural network