SVM spatio-temporal classification of HR satellite image time series using graph based kernel.
Safa RejichiFerdaous ChaabanePublished in: ATSIP (2014)
Keyphrases
- support vector
- support vector machine svm
- satellite images
- spatio temporal
- support vector machine
- svm classification
- feature space
- classification method
- histogram intersection kernel
- kernel function
- svm classifier
- kernel methods
- classification algorithm
- feature vectors
- feature selection
- multiple kernel learning
- standard svm
- rbf kernel
- kernel machines
- decision trees
- generalization ability
- remotely sensed imagery
- training samples
- linear svm
- tree kernels
- decision function
- high resolution
- remotely sensed
- moving objects
- kernel parameters
- image sequences
- remote sensing
- classification and regression problems
- training data
- image classification
- supervised learning
- knn
- classification accuracy
- radial basis function
- polynomial kernels
- google earth
- satellite imagery
- training set
- multispectral
- digital elevation models
- string kernels
- multi class classification
- hyperplane
- neural network
- text classification
- feature extraction
- machine learning