Classifying roof materials using data fusion through kernel composition - Comparing ν-SVM and one-class SVM.
Andreas Ch. BraunUwe WeidnerStefan HinzPublished in: JURSE (2011)
Keyphrases
- data fusion
- support vector
- kernel space
- kernel function
- multi class svm
- kernel methods
- multi sensor
- support vector machine
- kernel machines
- support vector machine svm
- information fusion
- feature space
- multi source
- multi class
- kernel parameters
- multi sensor data fusion
- polynomial kernels
- rbf kernel
- fusion algorithm
- svm classification
- fusion method
- decision function
- hyperplane
- svm classifier
- knn
- multi class classification
- dynamic integration
- multiple sensors
- training data
- linear svm
- fusion methods
- multiple kernel learning
- one class support vector machines
- source selection
- situation assessment
- feature selection
- image fusion
- fusion process
- feature vectors
- support vectors
- radial basis function
- training set
- real time