Random Forest Classification of Inundation Following Hurricane Florence (2018) via L-Band Synthetic Aperture Radar and Ancillary Datasets.
Alexander M. MelanconAndrew L. MolthanRobert E. GriffinJohn R. MecikalskiLori SchultzJordan R. BellPublished in: Remote. Sens. (2021)
Keyphrases
- random forest
- synthetic aperture radar
- decision trees
- sar images
- feature set
- automatic target recognition
- sar imagery
- random forests
- classification accuracy
- benchmark datasets
- decision tree learning algorithms
- sar data
- image classification
- feature extraction
- image reconstruction
- ensemble classifier
- ensemble methods
- feature vectors
- multi label
- support vector machine
- parameter estimation
- computer vision
- multiscale
- machine learning
- spectral estimation
- image processing
- target detection
- training data
- video sequences
- base classifiers
- support vector
- cost sensitive
- test data
- class labels
- feature space
- prediction accuracy
- training set
- denoising