Use of the SVM Classification with Polarimetric SAR Data for Land Use Cartography.
Cédric LardeuxPierre-Louis FrisonJean-Paul RudantJean-Claude SouyrisCeline TisonBenoît StollPublished in: IGARSS (2006)
Keyphrases
- svm classification
- sar data
- synthetic aperture radar
- sar imagery
- sar images
- urban areas
- geographic information systems
- support vector machine
- support vector machine svm
- kernel function
- polarimetric sar
- support vector
- classification accuracy
- remote sensing images
- image reconstruction
- svm classifier
- remote sensing
- multiclass classification
- satellite images
- image classification
- classification method
- aerial images
- cross validation
- spatial data
- change detection
- target recognition
- image processing
- computer vision
- fuzzy clustering
- multi class
- multiresolution
- machine learning
- feature extraction
- feature selection