Modified Tensor Locality Preserving Projection for Dimensionality Reduction of Hyperspectral Images.
Yang-Jun DengHeng-Chao LiLei PanLi-Yang ShaoQian DuWilliam J. EmeryPublished in: IEEE Geosci. Remote. Sens. Lett. (2018)
Keyphrases
- dimensionality reduction
- hyperspectral images
- locality preserving projections
- neighborhood preserving embedding
- hyperspectral
- low dimensional
- principal component analysis
- high dimensional data
- high dimensional
- subspace learning
- pattern recognition
- linear discriminant analysis
- remote sensing
- dimensionality reduction methods
- data points
- data representation
- high dimensionality
- feature selection
- manifold learning
- singular value decomposition
- multispectral
- feature space
- feature extraction
- lower dimensional
- random projections
- locally linear embedding
- infrared
- metric learning
- dimension reduction
- sparse representation
- target detection
- principal components analysis
- neural network
- information content
- discriminant analysis