Change Detection Techniques with Synthetic Aperture Radar Images: Experiments with Random Forests and Sentinel-1 Observations.
Pietro MastroGuido MasielloCarmine SerioAntonio PepePublished in: Remote. Sens. (2022)
Keyphrases
- change detection
- random forests
- synthetic aperture radar images
- synthetic aperture radar
- random forest
- remote sensing images
- remote sensing
- decision trees
- machine learning algorithms
- logistic regression
- small samples
- ensemble methods
- sar images
- regression trees
- data streams
- decision tree ensembles
- image registration
- regression problems
- feature space
- image reconstruction
- multispectral
- feature set
- image analysis
- pattern recognition
- image processing