Selective principal component regression analysis of fluorescence hyperspectral image to assess aflatoxin contamination in corn.
Haibo YaoZuzana HruskaRussell KincaidAmbrose E. OnonyeRobert L. BrownDeepak BhatnagarThomas E. ClevelandPublished in: WHISPERS (2011)
Keyphrases
- regression analysis
- principal components
- hyperspectral images
- hyperspectral data
- spectral data
- hyperspectral
- principal component analysis
- regression model
- hyperspectral imagery
- hyperspectral imaging
- remote sensing
- linear regression model
- dimensionality reduction
- image analysis
- factor analysis
- multispectral
- correlation coefficient
- linear regression models
- principal component regression
- regression method
- explanatory variables
- image data
- target detection
- covariance matrix
- infrared
- spatial resolution
- multispectral images
- remote sensing images
- computer vision
- feature set
- pattern recognition