A Comparative Study of Machine Learning Regression Methods on LiDAR Data: A Case Study.
Jorge García-GutiérrezFrancisco Martínez-ÁlvarezAlicia Troncoso LoraJosé C. RiquelmePublished in: SOCO-CISIS-ICEUTE (2013)
Keyphrases
- regression methods
- lidar data
- machine learning
- regression model
- linear regression
- regression method
- logistic regression
- point cloud
- urban areas
- hyperspectral imagery
- urban environments
- high resolution
- data mining
- pattern recognition
- text classification
- partial least squares
- decision trees
- model selection
- feature selection
- watershed segmentation
- radial basis function
- energy function
- k nearest neighbour
- support vector machine
- pairwise
- image processing