Tree Species Classification in a Highly Diverse Subtropical Forest Integrating UAV-Based Photogrammetric Point Cloud and Hyperspectral Data.
Camile SotheMichele DalponteCláudia Maria de AlmeidaMarcos Benedito SchimalskiCarla Luciane LimaVeraldo LiesenbergGabriela Takahashi MiyoshiAntonio Maria Garcia TommaselliPublished in: Remote. Sens. (2019)
Keyphrases
- hyperspectral data
- point cloud
- hyperspectral images
- hyperspectral
- hyperspectral imagery
- multispectral
- laser scanner
- infrared
- random projections
- remote sensing
- pattern recognition
- point sets
- machine learning
- feature extraction
- feature vectors
- structure from motion
- decision trees
- support vector
- training samples
- feature space
- data sets
- image classification
- dimension reduction
- image analysis
- spatial resolution
- image segmentation
- image processing