Spectral and spatial classification of hyperspectral data using SVMs and Gabor textures.
Lian-Zhi HuoPing TangPublished in: IGARSS (2011)
Keyphrases
- hyperspectral data
- hyperspectral images
- hyperspectral
- hyperspectral imagery
- spectral signatures
- support vector
- multispectral
- random projections
- remote sensing
- band selection
- spectral bands
- infrared
- feature vectors
- hyperspectral image classification
- support vector machine svm
- target detection
- support vector machine
- feature space
- machine learning
- feature extraction
- principal components
- svm classifier
- pattern recognition
- spatial frequency
- data compression
- spatial resolution
- spectral resolution
- change detection
- hyperspectral remote sensing
- multispectral images
- high dimensionality
- spatial information
- dimensionality reduction
- image data
- training set
- similarity measure
- computer vision