Land use/land cover classification of fused Sentinel-1 and Sentinel-2 imageries using ensembles of Random Forests.
Shivam PandePublished in: CoRR (2023)
Keyphrases
- random forests
- land cover classification
- multispectral
- supervised classification
- ensemble methods
- random forest
- remote sensing
- land cover
- tree ensembles
- decision trees
- logistic regression
- decision tree ensembles
- remote sensing data
- hyperspectral
- machine learning algorithms
- high spatial resolution
- remote sensing imagery
- satellite data
- prediction accuracy
- remote sensing images
- spatial resolution
- randomized trees
- image analysis
- information fusion
- change detection
- training data
- image data
- data sets
- base learners
- benchmark datasets
- satellite images
- machine learning methods