A Support-Vector-Machine-Based Approach to RF Sensor Spectral Signature Classifications.
Mark B. YearyShamim NematiTian-You YuYadong WangYan ZhaiPublished in: IEEE Trans. Instrum. Meas. (2009)
Keyphrases
- support vector machine
- radio frequency
- real time
- multi class
- sensor networks
- training data
- multi class support vector machines
- relevance feedback
- feature selection
- spectral signatures
- svm classifier
- kernel function
- sensor data
- spectral features
- multi sensor
- machine learning
- color images
- support vector
- data acquisition
- feature vectors
- svm classification
- signature verification
- digital signature
- signature scheme
- signature recognition
- feature space
- hyperspectral imagery
- training set
- support vector machine svm
- decision boundary
- kernel methods
- classification method
- multispectral
- k nearest neighbor