PCA-CNN Hybrid Approach for Hyperspectral Pansharpening.
Giuseppe GuarinoMatteo CiotolaGemine VivoneGiovanni PoggiGiuseppe ScarpaPublished in: IEEE Geosci. Remote. Sens. Lett. (2023)
Keyphrases
- hyperspectral
- hyperspectral data
- principal component analysis
- hyperspectral images
- remote sensing
- infrared
- multispectral
- hyperspectral imagery
- hyperspectral imaging
- principal components
- spectral imagery
- image data
- principal components analysis
- hyperspectral remote sensing
- target detection
- principle component analysis
- pixel classification
- covariance matrix
- information content
- spatial resolution
- hyperspectral image classification
- independent component analysis
- dimensionality reduction
- random projections
- spectral bands
- feature extraction
- multi band
- dimension reduction
- linear discriminant analysis
- spectral data
- subspace projection
- image analysis
- partial least squares
- neural network
- discriminant analysis
- singular value decomposition
- machine learning
- high dimensional
- pattern recognition
- face recognition
- image processing
- k means