Novel Data-Driven Spatial-Spectral Correlated Scheme for Dimensionality Reduction of Hyperspectral Images.
Yanming ZhangPing YuanLijun JiangHong Tat EwePublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2022)
Keyphrases
- hyperspectral images
- data driven
- dimensionality reduction
- spectral signatures
- hyperspectral
- hyperspectral imagery
- hyperspectral data
- spectral features
- hyperspectral image classification
- remote sensing
- spectral bands
- band selection
- high dimensional data
- multispectral
- low dimensional
- high dimensional
- infrared
- spatial information
- high dimensionality
- feature extraction
- multispectral images
- random projections
- spectral resolution
- pixel classification
- target detection
- spectral data
- principal component analysis
- fusion method
- spatial resolution
- image registration
- image analysis
- image processing