Combining SAR and Optical Features in a SVM Classifier for Man-made Structures Detection.
Gabrielle LehureauMarine CampedelFlorence TupinCeline TisonGuillaume OllerPublished in: IGARSS (3) (2009)
Keyphrases
- svm classifier
- support vector machine
- support vector machine classifier
- support vector machine svm
- feature vectors
- adaboost classifier
- support vector
- informative features
- svm classification
- image classification
- man made structures
- selected features
- feature subset
- change detection
- kernel function
- semi supervised
- principle component analysis
- train a support vector machine
- training set
- feature selection
- viewpoint
- feature space
- aerial imagery
- decision trees
- infrared
- classification method
- feature set
- nearest neighbor
- pattern recognition
- three dimensional
- computer vision