Optimal Features Selection for Wetlands Classification Using Landsat Time Series.
Liwei XingHuabin WangWenfeng FanChen ChenTao LiGuanghui WangHaoran ZhaiPublished in: IGARSS (2018)
Keyphrases
- classification accuracy
- feature set
- feature vectors
- feature extraction
- feature space
- feature subset
- classification models
- classification process
- classification method
- supervised classification
- feature selection algorithms
- sequential forward
- extracted features
- feature selection
- svm classifier
- selecting features
- benchmark datasets
- high dimensionality
- decision trees
- machine learning
- extracting features
- gender classification
- class labels
- features extraction
- feature analysis
- feature values
- training data
- feature weights
- image features
- support vector machine
- neural network
- sequential forward selection
- classification scheme
- classification algorithm
- image classification
- pattern recognition
- eeg signals
- pattern classification
- multispectral
- unsupervised learning
- remote sensing data
- supervised learning
- multi class
- high resolution
- thematic mapper
- support vector