Applying spectral unmixing and support vector machine to airborne hyperspectral imagery for detecting giant reed.
Chenghai YangJohn A. GoolsbyJames H. EverittQian DuPublished in: IGARSS (2011)
Keyphrases
- hyperspectral imagery
- hyperspectral data
- hyperspectral
- support vector machine
- hyperspectral images
- multispectral
- remote sensing
- hyperspectral imaging
- spectral bands
- target detection
- infrared
- spatial resolution
- lidar data
- subspace projection
- svm classifier
- image data
- support vector
- information content
- image analysis
- change detection
- face recognition
- kernel methods
- spectral signatures
- multispectral images
- false alarms
- machine learning
- spatial information
- feature vectors
- image processing