Online Random Forests for Urban Area Classification from Polarimetric SAR Images.
Ronny HänschOlaf HellwichPublished in: JURSE (2019)
Keyphrases
- random forests
- sar images
- sar imagery
- synthetic aperture radar
- urban areas
- automatic target recognition
- decision trees
- machine learning algorithms
- random forest
- sar data
- polarimetric sar
- ensemble methods
- feature set
- pattern recognition
- text classification
- target detection
- image reconstruction
- machine learning methods
- infrared
- image classification
- classification accuracy
- machine learning
- logistic regression
- aerial images
- class labels
- training set
- multiscale
- wavelet domain
- remote sensing images
- maximum likelihood
- learning algorithm