Spectral-Spatial Classification of Hyperspectral Images Using CNNs and Approximate Sparse Multinomial Logistic Regression.
Sezer KutlukKoray KayabolAydin AkanPublished in: EUSIPCO (2019)
Keyphrases
- hyperspectral images
- hyperspectral data
- spectral signatures
- hyperspectral
- multinomial logistic regression
- hyperspectral imagery
- spectral features
- hyperspectral image classification
- band selection
- multi class
- spectral bands
- remote sensing
- multispectral
- random projections
- multispectral images
- support vector machine
- target detection
- infrared
- supervised learning
- hyperspectral remote sensing
- artificial neural networks
- high dimensional
- feature extraction
- pixel classification
- satellite images
- svm classifier
- sparse representation
- mutual information
- spectral resolution