Combining texture, color, and vegetation indices from fixed-wing UAS imagery to estimate wheat growth parameters using multivariate regression methods.
Jiayi ZhangXiaolei QiuYueting WuYan ZhuQiang CaoXiaojun LiuWeixing CaoPublished in: Comput. Electron. Agric. (2021)
Keyphrases
- regression methods
- regression model
- linear regression
- diffuse reflectance
- computer vision
- regression method
- color images
- high resolution
- least squares
- maximum likelihood
- remote sensing
- image processing
- partial least squares
- feature extraction
- texture features
- logistic regression
- prediction model
- color information
- model selection
- k nearest neighbour
- face recognition
- image derivatives
- decision trees