Representing Outliers for Improved Multi-Spectral Data Reduction.
Farnaz AgahianBrian V. FuntSeyed Hossein AmirshahiPublished in: CGIV (2012)
Keyphrases
- data reduction
- multispectral
- data compression
- remote sensing
- remote sensing images
- image data
- satellite images
- multispectral images
- image analysis
- preprocessing
- spectral bands
- knowledge discovery
- hyperspectral
- data analysis
- representative subset
- instance selection
- data mining
- change detection
- land cover
- high dimensionality
- classification accuracy
- multi spectral images
- classification rules
- singular value decomposition
- rough set theory
- dimensionality reduction
- feature extraction
- feature selection
- genetic programming
- image compression
- decision trees
- machine learning