Novel Two-Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging.
Jaime ZabalzaJinchang RenJiangbin ZhengJunwei HanHuimin ZhaoShutao LiStephen MarshallPublished in: IEEE Trans. Geosci. Remote. Sens. (2015)
Keyphrases
- feature extraction
- data sets
- high quality
- training data
- data analysis
- feature vectors
- data points
- knowledge discovery
- pattern recognition
- preprocessing
- support vector machine
- dimension reduction
- original data
- outlier detection
- false positives
- high dimensional data
- wavelet transform
- image data
- face recognition
- feature selection
- machine learning
- data mining