Dimension Reduction of Multi-Spectral Satellite Image Time Series to Improve Deforestation Monitoring.
Meng LuEliakim HamunyelaJan VerbesseltEdzer J. PebesmaPublished in: Remote. Sens. (2017)
Keyphrases
- satellite images
- dimension reduction
- multispectral
- remote sensing
- remote sensing images
- principal component analysis
- change detection
- land cover
- feature extraction
- digital elevation models
- multispectral images
- remotely sensed imagery
- feature selection
- satellite imagery
- remotely sensed
- spatial resolution
- linear discriminant analysis
- high dimensional
- high resolution
- random projections
- image data
- singular value decomposition
- satellite data
- image analysis
- hyperspectral
- high dimensional data
- urban areas
- low dimensional
- unsupervised learning
- high dimensionality
- remotely sensed images
- feature space
- high spatial resolution
- image registration
- learning algorithm
- preprocessing
- pattern recognition
- multi spectral images