A support vector machine approach to CMOS-based radar signal processing for vehicle classification and speed estimation.
Hsun-Jung ChoMing-Te TsengPublished in: Math. Comput. Model. (2013)
Keyphrases
- signal processing
- support vector machine
- pattern recognition
- svm classifier
- high speed
- support vector
- classification method
- feature selection
- classification algorithm
- support vector machine svm
- machine learning
- high classification accuracy
- svm classification
- classification accuracy
- vehicle speed
- training set
- image processing
- decision boundary
- feature vectors
- real time
- power consumption
- small sample
- eeg signals
- text classification
- feature extraction
- generalization ability
- signal analysis
- parameter estimation
- pattern classification
- fourier transform
- kernel methods
- multi class
- training data
- computer vision
- hyperplane
- low power
- kernel function
- image classification
- semi supervised
- ensemble classifier
- decision trees
- structured output
- soft margin
- neural network