Boosting the performance of SOTA convolution-based networks with dimensionality reduction: An application on hyperspectral images of wine grape berries.
Rui SilvaOsvaldo Gramaxo FreitasPedro Melo-PintoPublished in: Intell. Syst. Appl. (2023)
Keyphrases
- hyperspectral images
- dimensionality reduction
- hyperspectral
- hyperspectral imagery
- hyperspectral data
- remote sensing
- feature selection
- spectral data
- high dimensional
- low dimensional
- principal components
- multispectral
- image processing
- pattern recognition
- linear discriminant analysis
- high dimensionality
- high dimensional data
- infrared
- principal component analysis
- target detection
- spectral bands
- neural network
- random projections
- multispectral images
- data points
- image segmentation