Ensemble Methods for Binary Classifications of Airborne LIDAR Data.
Seyed Hossein Hosseini NourzadAnu PradhanPublished in: J. Comput. Civ. Eng. (2014)
Keyphrases
- lidar data
- ensemble methods
- prediction accuracy
- benchmark datasets
- high resolution
- urban environments
- random forests
- point cloud
- ensemble learning
- decision trees
- machine learning methods
- base classifiers
- hyperspectral imagery
- bootstrap sampling
- urban areas
- watershed segmentation
- base learners
- similarity measure
- feature subset
- genetic algorithm ga
- machine learning algorithms
- pattern recognition
- computer vision