Ensembles of multiple spectral water indices for improving surface water classification.
Zhaofei WenCe ZhangGuofan ShaoShengjun WuPeter M. AtkinsonPublished in: Int. J. Appl. Earth Obs. Geoinformation (2021)
Keyphrases
- decision trees
- classification accuracy
- pattern classification
- supervised learning
- pattern recognition
- feature selection
- machine learning
- water quality
- water supply
- three dimensional
- water resources
- preprocessing
- d objects
- image classification
- multiple classifier systems
- classification systems
- machine learning methods
- tree ensembles
- training samples
- support vector
- surface reconstruction
- classification models
- generalization ability
- automatic classification
- classification scheme
- range images
- benchmark datasets
- training set
- data sets