Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images.
Sicong LiuQian DuXiaohua TongAlim SamatHaiyan PanXiaolong MaPublished in: Remote. Sens. (2017)
Keyphrases
- change detection
- hyperspectral images
- band selection
- remote sensing
- hyperspectral remote sensing images
- dimensionality reduction
- hyperspectral
- hyperspectral imagery
- remotely sensed
- hyperspectral remote sensing
- spectral bands
- hyperspectral data
- multispectral
- remote sensing images
- satellite images
- hyperspectral imaging
- pixel classification
- image analysis
- image processing
- high resolution
- satellite imagery
- low dimensional
- image fusion
- principal component analysis
- land cover
- pattern recognition
- feature space
- multispectral images
- random projections
- high dimensionality
- target detection
- spatial resolution
- high dimensional
- principal components
- image registration
- data streams
- mutual information
- image data
- super resolution
- feature selection