Point cloud voxel classification of aerial urban LiDAR using voxel attributes and random forest approach.
Harith AljumailyDebra F. LaeferDolores CuadraManuel VelascoPublished in: Int. J. Appl. Earth Obs. Geoinformation (2023)
Keyphrases
- point cloud
- random forest
- decision trees
- fold cross validation
- lidar data
- feature set
- random forests
- three dimensional
- urban areas
- structure from motion
- ensemble classifier
- ensemble methods
- laser scanner
- point sets
- machine learning
- point cloud data
- decision tree learning algorithms
- feature selection
- stereo camera
- feature vectors
- classification accuracy
- machine learning algorithms
- support vector
- classification models
- supervised learning
- text classification
- support vector machine
- image classification
- multi label
- training set
- class labels
- urban environments
- feature space
- feature extraction
- data mining
- benchmark datasets
- training samples
- computer vision