Improved Supervised Learning-Based Approach for Leaf and Wood Classification From LiDAR Point Clouds of Forests.
Sruthi M. Krishna MoorthyKim CaldersMatheus Boni VicariHans VerbeeckPublished in: IEEE Trans. Geosci. Remote. Sens. (2020)
Keyphrases
- point cloud
- supervised learning
- structure from motion
- unsupervised learning
- supervised machine learning
- surface reconstruction
- class labels
- point cloud data
- machine learning
- point sets
- lidar data
- training set
- laser scanner
- decision trees
- stereo camera
- triangular mesh
- training samples
- support vector
- multi view reconstruction
- active learning
- reinforcement learning
- training data
- learning algorithm
- feature space
- pairwise
- random forests
- labeled data
- feature selection
- semi supervised
- feature vectors
- viewpoint