AN SVM classifier with HMM-based kernel for landmine detection using ground penetrating radar.
Anis HamdiOualid MissaouiHichem FriguiPublished in: IGARSS (2010)
Keyphrases
- svm classifier
- ground penetrating radar
- kernel function
- support vector
- support vector machine
- decision function
- string kernels
- hidden markov models
- principle component analysis
- support vector machine svm
- svm classification
- linear classifiers
- kernel methods
- image classification
- feature space
- standard svm
- rbf kernel
- feature vectors
- training set
- support vectors
- input space
- radial basis function kernel
- hyperplane
- positive definite
- kernel matrix
- multi class
- feature selection
- fold cross validation
- selected features
- reduced set
- svm training
- high dimensional
- pattern recognition
- reproducing kernel hilbert space
- data sets
- model selection
- feature set
- support vector machine classifier