Forest Vertical Structure Mapping Using Two-Seasonal Optic Images and LiDAR DSM Acquired from UAV Platform through Random Forest, XGBoost, and Support Vector Machine Approaches.
Jin-Woo YuYoung-Woong YoonWon-Kyung BaekHyung-Sup JungPublished in: Remote. Sens. (2021)
Keyphrases
- random forest
- support vector machine
- random forests
- image features
- image classification
- feature set
- decision trees
- input image
- image retrieval
- multi label
- data sets
- fold cross validation
- feature importance
- image set
- machine learning algorithms
- object recognition
- markov random field
- point cloud
- multi class
- ensemble methods
- feature vectors
- training set
- computer vision