Estimation algorithm for chlorophyll-a concentrations in water from hyperspectral images based on feature derivation and ensemble learning.
Jiawei ZhangPingjie FuFei MengXinyue YangJie XuYu CuiPublished in: Ecol. Informatics (2022)
Keyphrases
- estimation algorithm
- ensemble learning
- hyperspectral images
- spectral data
- hyperspectral
- generalization ability
- ensemble methods
- computationally efficient
- random forest
- remote sensing
- base classifiers
- multispectral
- hyperspectral data
- maximum likelihood
- feature selection
- feature set
- feature vectors
- decision trees
- neural network
- principal components
- concept drift
- face recognition
- target detection
- multispectral images
- data fusion
- benchmark datasets