Dimensionality Reduction and Feature Selection for Object-Based Land Cover Classification based on Sentinel-1 and Sentinel-2 Time Series Using Google Earth Engine.
Oliver StromannAndrea NascettiOsama YousifYifang BanPublished in: Remote. Sens. (2020)
Keyphrases
- dimensionality reduction
- feature selection
- google earth
- land cover classification
- satellite images
- multispectral
- remote sensing data
- remote sensing
- feature extraction
- supervised classification
- land cover
- high dimensional
- feature space
- principal component analysis
- unsupervised learning
- geographic information
- pattern recognition
- machine learning
- data points
- optical images
- model selection
- high spatial resolution
- satellite imagery
- google maps
- databases
- super resolution
- data analysis
- image processing