Spectral Derivative Features for Classification of Hyperspectral Remote Sensing Images: Experimental Evaluation.
Jiangfeng BaoMingmin ChiJón Atli BenediktssonPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2013)
Keyphrases
- hyperspectral remote sensing images
- experimental evaluation
- hyperspectral
- hyperspectral remote sensing
- hyperspectral images
- band selection
- classification accuracy
- feature vectors
- spectral bands
- feature set
- feature extraction
- feature space
- hyperspectral data
- hyperspectral imagery
- high dimensionality
- svm classifier
- pattern recognition
- benchmark datasets
- class labels
- feature selection
- object classification
- spectral resolution
- remote sensing
- support vector machine svm
- image features
- decision trees
- false positives
- multispectral
- feature subset
- feature selection algorithms
- text classification
- image classification
- image processing
- infrared
- support vector machine
- spectral data
- image data
- support vector
- machine learning