Optimization of Object-Based Image Analysis With Random Forests for Land Cover Mapping.
Jan StefanskiBenjamin MackBjörn WaskePublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2013)
Keyphrases
- random forests
- land cover
- image analysis
- remote sensing
- multispectral
- remotely sensed data
- random forest
- decision trees
- remote sensing images
- change detection
- machine learning algorithms
- logistic regression
- ensemble methods
- satellite images
- decision tree ensembles
- geographic information systems
- supervised classification
- optimization method
- prediction accuracy
- high resolution
- image processing
- hyperspectral
- machine learning methods
- similarity measure