Analyzing the Separability of SAR Classification Dataset in Open Set Conditions.
Ning LiaoMihai DatcuZenghui ZhangWeiwei GuoJuanping ZhaoWenxian YuPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2021)
Keyphrases
- benchmark datasets
- pattern recognition
- decision trees
- classification accuracy
- feature extraction
- classification systems
- text classification
- automatic classification
- feature selection
- preprocessing
- classification scheme
- feature set
- parameter estimation
- sufficient conditions
- training dataset
- class separability
- pattern classification
- automatic target recognition
- classification method
- machine learning
- support vector
- feature space
- support vector machine svm
- classification models
- neural network
- uci datasets
- classification process
- training set
- object classification
- support vector machine
- wavelet transform
- image classification
- machine learning methods
- model selection
- classification algorithm
- class labels
- infrared
- unsupervised learning
- training samples