Automatic Parameter Optimization for Support Vector Regression for Land and Sea Surface Temperature Estimation From Remote Sensing Data.
Gabriele MoserSebastiano B. SerpicoPublished in: IEEE Trans. Geosci. Remote. Sens. (2009)
Keyphrases
- support vector regression
- remote sensing data
- parameter optimization
- surface temperature
- land cover
- parameter estimation
- remote sensing
- support vector machine
- multispectral
- high resolution
- remote sensing images
- genetic algorithm ga
- support vector machine svm
- support vector
- differential evolution
- regression model
- genetic algorithm
- change detection
- kernel function
- finite difference
- parameter settings
- hyperspectral
- computer vision
- nearest neighbor
- hyperparameters
- satellite images
- feature selection
- data sets
- maximum likelihood
- neural network