Reconstruction of Hyperspectral Image based on Regression Analysis - Optimum Regression Model and Channel Selection.
Yuji SakatokuJay Arre ToqueAri Ide-EktessabiPublished in: IMAGAPP (2009)
Keyphrases
- regression model
- regression analysis
- hyperspectral
- remote sensing
- hyperspectral images
- explanatory variables
- infrared
- multispectral
- linear regression model
- hyperspectral data
- hyperspectral imagery
- target detection
- image data
- independent variables
- interval valued data
- model selection
- hyperspectral remote sensing
- high resolution
- satellite images
- spatial resolution
- prediction model
- gaussian process
- linear model
- linear regression models
- information content
- image reconstruction
- change detection
- regression method
- multivariate regression
- least squares
- image processing
- image analysis
- computer vision