Sparse Reconstruction of Compressive Sensing Multi-Spectral Data Using an Inter-Spectral Multi-Layered Conditional Random Field Model.
Edward LiMohammad Javad ShafieeFarnoud KazemzadehAlexander WongPublished in: IEEE Access (2016)
Keyphrases
- random field model
- compressive sensing
- sparse reconstruction
- spectral data
- multi layered
- multiscale
- sparse representation
- image representation
- random fields
- hyperspectral
- random projections
- hyperspectral images
- signal processing
- mass spectrometry
- remote sensing
- natural images
- pairwise
- pattern recognition
- image processing
- parameter estimation
- high dimensionality
- preprocessing