Evaluation of LiDAR-Derived Features Relevance and Training Data Minimization for 3D Point Cloud Classification.
Salem MorsyAhmed ShakerPublished in: Remote. Sens. (2022)
Keyphrases
- classification accuracy
- classification models
- training data
- class labels
- feature set
- feature vectors
- feature extraction
- feature values
- feature space
- decision trees
- classification process
- extracted features
- classification method
- training set
- pattern recognition
- feature weights
- training samples
- feature subset
- svm classifier
- supervised learning
- machine learning
- text classification
- feature analysis
- high dimensionality
- feature selection
- learning algorithm
- benchmark datasets
- eeg signals
- extracting features
- training process
- support vector machine
- support vector
- feature representation
- prior knowledge
- feature selection algorithms
- point cloud
- test set
- training examples
- sufficient training data