Crop backscatter modeling and soil moisture estimation with support vector regression.
Jelena StamenkovicPaolo FerrazzoliLeila GuerrieroDevis TuiaJean-Philippe ThiranMaurice BorgeaudPublished in: IGARSS (2014)
Keyphrases
- support vector regression
- regression model
- soil moisture
- support vector classification
- hybrid model
- support vector
- support vector machine svm
- hybrid genetic
- kernel function
- extreme learning machine
- response surface methodology
- computer vision
- neural network
- parameter estimation
- data sets
- machine learning
- singular spectrum analysis
- non stationary
- support vector machine
- feature space
- image segmentation