An efficient use of random forest technique for SAR data classification.
Shruti GuptaDharmendra SinghKeshava P. SinghSandeep KumarPublished in: IGARSS (2015)
Keyphrases
- support vector machine svm
- random forest
- support vector machine
- decision trees
- random forests
- feature extraction
- feature set
- fold cross validation
- ensemble methods
- machine learning
- decision tree learning algorithms
- sar data
- synthetic aperture radar
- classification models
- text classification
- feature vectors
- higher order
- benchmark datasets
- image reconstruction
- multi label
- wavelet domain
- denoising
- supervised learning
- least squares
- wavelet transform
- ensemble classifier
- feature selection
- computer vision
- data sets