Classification of ALS Point Cloud with Improved Point Cloud Segmentation and Random Forests.
Huan NiXiangguo LinJixian ZhangPublished in: Remote. Sens. (2017)
Keyphrases
- point cloud
- random forests
- tree ensembles
- decision trees
- machine learning algorithms
- regression forests
- structure from motion
- random forest
- point sets
- ensemble methods
- logistic regression
- laser scanner
- point cloud data
- stereo camera
- classification accuracy
- randomized trees
- support vector
- image segmentation
- text classification
- data sets
- benchmark datasets
- machine learning methods
- training set
- class labels
- supervised learning
- feature vectors
- depth images
- similarity measure
- machine learning
- support vector machine svm
- knn
- feature selection
- computer vision