Very High Resolution Object-Based Land Use-Land Cover Urban Classification Using Extreme Gradient Boosting.
Stefanos GeorganosTaïs GrippaSabine VanhuysseMoritz LennertMichal ShimoniEléonore WolffPublished in: IEEE Geosci. Remote. Sens. Lett. (2018)
Keyphrases
- land cover
- land cover classification
- urban growth
- supervised classification
- remote sensing
- gradient boosting
- multispectral
- remote sensing images
- change detection
- climate change
- urban areas
- satellite images
- classification accuracy
- geographic information systems
- pattern recognition
- image classification
- support vector
- unsupervised learning
- loss function
- cellular automata model
- image data
- feature extraction
- feature vectors
- classification algorithm
- benchmark datasets
- model selection
- text classification
- machine learning
- class labels
- single feature
- decision trees