Genetic Algorithm Captured the Informative Bands for Partial Least Squares Regression Better on Retrieving Leaf Nitrogen from Hyperspectral Reflectance.
Jia JinMengjuan WuGuangman SongQuan WangPublished in: Remote. Sens. (2022)
Keyphrases
- hyperspectral
- partial least squares regression
- hyperspectral images
- genetic algorithm
- spectral bands
- hyperspectral data
- hyperspectral remote sensing
- reflectance spectra
- image data
- information content
- remote sensing
- band selection
- multispectral
- hyperspectral imagery
- infrared
- neural network
- pixel classification
- target detection
- single image
- hyperspectral image classification
- spatial resolution
- spectral resolution
- remote sensing images
- hyperspectral imaging
- spectral data
- satellite images
- multi band
- land cover classification
- shape from shading
- multispectral images
- feature extraction
- image analysis
- color constancy
- random projections
- photometric stereo
- dimensionality reduction
- image processing