Feature Extraction for Hyperspectral Imagery via Ensemble Localized Manifold Learning.
Fan LiLinlin XuAlexander WongDavid A. ClausiPublished in: IEEE Geosci. Remote. Sens. Lett. (2015)
Keyphrases
- manifold learning
- hyperspectral imagery
- feature extraction
- multispectral
- dimensionality reduction
- dimension reduction
- hyperspectral images
- low dimensional
- hyperspectral
- remote sensing
- target detection
- spatial resolution
- feature selection
- high dimensional
- semi supervised
- infrared
- neural network
- discriminant projection
- preprocessing
- feature space
- feature vectors
- high dimensional data
- image classification
- training set
- face recognition
- high dimensional feature space
- training data
- ensemble methods
- discriminant analysis
- wavelet transform
- sparse representation
- linear discriminant analysis
- image data
- false alarms
- pattern recognition
- principal component analysis
- similarity measure
- support vector machine svm