A two-pass random forests classification of airborne lidar and image data on urban scenes.
Li GuoNesrine ChehataSamia BoukirPublished in: ICIP (2010)
Keyphrases
- random forests
- decision trees
- urban scenes
- image data
- point cloud
- machine learning algorithms
- random forest
- ensemble methods
- logistic regression
- classification accuracy
- image classification
- support vector
- machine learning
- feature extraction
- machine learning methods
- feature space
- feature set
- urban areas
- range data
- support vector machine
- feature vectors
- aerial images
- training samples
- benchmark datasets
- class labels
- text classification
- similarity measure