Evaluation of tree creation methods within random forests for classification of PolSAR images.
Ronny HänschOlaf HellwichPublished in: IGARSS (2015)
Keyphrases
- random forests
- image classification
- machine learning algorithms
- decision trees
- benchmark datasets
- machine learning methods
- classification accuracy
- ensemble methods
- test images
- image features
- input image
- decision tree ensembles
- regression trees
- feature extraction
- random forest
- image annotation
- learning algorithm
- text classification
- training data
- support vector machine svm
- text categorization
- classification trees
- classification and regression trees
- randomized trees