Automatic fusion and classification of hyperspectral and LiDAR data using random forests.
Andreas MerentitisChristian DebesRoel HeremansNikolaos FrangiadakisPublished in: IGARSS (2014)
Keyphrases
- random forests
- hyperspectral
- hyperspectral imagery
- hyperspectral data
- hyperspectral images
- lidar data
- decision trees
- machine learning algorithms
- remote sensing
- random forest
- multispectral
- infrared
- target detection
- pattern recognition
- logistic regression
- image data
- spatial resolution
- ensemble methods
- feature selection
- feature set
- classification accuracy
- data fusion
- text classification
- feature vectors
- machine learning
- change detection
- multi sensor
- prediction accuracy
- training samples
- multi band
- image segmentation