Non-Linear Hyperspectral Subspace Mapping using Stacked Auto-Encoder.
Niclas NiclasDavid GustafssonPublished in: SAIS (2016)
Keyphrases
- hyperspectral
- signal subspace
- remote sensing
- hyperspectral images
- multispectral
- hyperspectral imagery
- infrared
- spectral signatures
- image data
- hyperspectral data
- target detection
- spatial resolution
- hyperspectral imaging
- pixel classification
- kernel based nonlinear
- hyperspectral remote sensing
- spectral bands
- feature space
- information content
- bit rate
- hyperspectral image classification
- satellite images
- subspace projection
- low dimensional
- high dimensional
- reflectance spectra
- principal component analysis
- high dimensional data
- change detection
- spectral data
- dimensionality reduction
- linear array
- subspace clustering
- covariance matrix
- image analysis
- high dimensional feature space
- lower dimensional
- feature extraction
- principal components