Semi-supervised hyperspectral band selection via sparse linear regression and hypergraph models.
Zhouxiao GuoHaichuan YangXiao BaiZhihong ZhangJun ZhouPublished in: IGARSS (2013)
Keyphrases
- linear regression
- hyperspectral
- band selection
- hyperspectral images
- hyperspectral remote sensing
- hyperspectral imagery
- least squares
- pixel classification
- regression methods
- infrared
- hyperspectral remote sensing images
- hyperspectral imaging
- remote sensing
- hyperspectral data
- multispectral
- target detection
- semi supervised
- spectral bands
- image data
- satellite images
- spatial resolution
- sparse representation
- multi band
- remote sensing images
- high dimensional
- false alarms
- data streams
- information content
- mutual information
- active learning