Preprocessing Ground-Based Hyperspectral Image Data for Improving CNN-based Classification.
Andreas SchliebitzHeiko TapkenMartin AtzmuellerPublished in: LWDA (2023)
Keyphrases
- hyperspectral
- image data
- hyperspectral data
- hyperspectral images
- preprocessing
- pixel classification
- hyperspectral image classification
- multispectral
- band selection
- remotely sensed
- remote sensing
- infrared
- land cover classification
- hyperspectral imagery
- target detection
- spatial resolution
- hyperspectral imaging
- hyperspectral remote sensing
- information content
- remote sensing images
- spectral bands
- feature extraction
- support vector machine
- feature vectors
- support vector
- supervised classification
- machine learning
- high dimensionality
- feature selection