Support vector machines classification of fluorescence hyperspectral image for detection of aflatoxin in corn kernels.
Sathishkumar SamiappanLori M. BruceHaibo YaoZuzana HruskaRobert L. BrownDeepak BhatnagarThomas E. ClevelandPublished in: WHISPERS (2013)
Keyphrases
- support vector
- hyperspectral images
- large margin classifiers
- learning machines
- classification accuracy
- support vector machine
- target detection
- kernel function
- svm classification
- hyperspectral data
- kernel methods
- generalization ability
- svm classifier
- margin maximization
- feature selection
- hyperspectral imagery
- hyperspectral image classification
- support vector machine svm
- detection algorithm
- rbf kernel
- hyperspectral
- remote sensing
- hyperspectral imaging
- pattern recognition
- false alarms
- feature space
- image analysis
- detection method
- machine learning
- feature extraction
- multiple kernel learning
- infrared
- object detection
- kernel learning
- feature vectors
- image classification
- hyperplane
- detection rate
- change detection
- image reconstruction
- image processing