Quantifying scattering characteristics of mangrove species from Optuna-based optimal machine learning classification using multi-scale feature selection and SAR image time series.
Bolin FuYiyin LiangZhinan LaoXidong SunSunzhe LiHongchang HeWeiwei SunDonglin FanPublished in: Int. J. Appl. Earth Obs. Geoinformation (2023)
Keyphrases
- feature selection
- machine learning
- sar images
- multiscale
- text classification
- feature subset
- classification accuracy
- decision trees
- support vector machine
- synthetic aperture radar
- classification models
- machine learning methods
- feature selection algorithms
- model selection
- pattern recognition
- feature set
- support vector
- feature extraction
- automatic target recognition
- sar image segmentation
- machine learning algorithms
- text categorization
- knn
- feature space
- feature ranking
- sar imagery
- computer vision
- parameter estimation
- wavelet domain
- image data
- image analysis