Quantitative Monitoring of Leaf Area Index in Rice Based on Hyperspectral Feature Bands and Ridge Regression Algorithm.
Shu JiChen GuXiaobo XiZhenghua ZhangQingqing HongZhongyang HuoHaitao ZhaoRuihong ZhangBin LiChangwei TanPublished in: Remote. Sens. (2022)
Keyphrases
- hyperspectral
- regression algorithm
- hyperspectral images
- hyperspectral data
- spectral bands
- hyperspectral remote sensing
- remote sensing
- multispectral
- image data
- hyperspectral imagery
- infrared
- target detection
- spectral resolution
- piecewise linear
- regression methods
- pixel classification
- information content
- semi supervised
- change detection
- spectral data
- learning algorithm
- satellite images
- multispectral images
- frequency domain
- high resolution
- image analysis
- image processing
- neural network
- feature selection algorithms
- linear regression
- feature set
- feature vectors
- feature space