A Hierarchical Machine Learning Approach for Multi-Level and Multi-Resolution 3D Point Cloud Classification.
Simone TeruggiEleonora GrilliMichele RussoFrancesco FassiFabio RemondinoPublished in: Remote. Sens. (2020)
Keyphrases
- machine learning
- multiresolution
- pattern recognition
- machine learning methods
- decision trees
- text classification
- supervised machine learning
- coarse to fine
- artificial intelligence
- machine learning algorithms
- supervised learning
- feature selection
- support vector machine
- classification accuracy
- hierarchical classification
- statistical learning
- classification scheme
- supervised classification
- model selection
- preprocessing
- wavelet transform
- hierarchical representation
- image classification
- computational intelligence
- unsupervised learning
- rule learning
- support vector
- classification method
- computer vision
- classification process
- classification systems
- feature construction
- training set
- automatic classification
- feature extraction
- subband
- benchmark datasets
- support vector machine svm
- semi supervised learning
- knowledge acquisition
- natural language processing
- active learning
- feature space