An Isomap-based kernerl-Knn classifier for hyperspectral data analysis.
Yuan ZhouChun LiuNan LiMinzhen LiPublished in: WHISPERS (2015)
Keyphrases
- hyperspectral
- knn classifier
- data analysis
- k nearest neighbor
- knn
- remote sensing
- hyperspectral images
- nearest neighbor
- infrared
- multispectral
- nonlinear dimensionality reduction
- high dimensional data
- target detection
- hyperspectral imagery
- hyperspectral data
- image data
- dimension reduction
- hyperspectral remote sensing
- manifold learning
- cluster analysis
- data mining
- dimensionality reduction
- information content
- knowledge discovery
- satellite images
- principal component analysis
- feature extraction
- input vector
- machine learning
- low dimensional
- locally linear embedding
- image processing
- neural network
- local binary pattern
- change detection
- data sets