Vision based eye closeness classification for driver's distraction and drowsiness using PERCLOS and support vector machines.
Zalhan Mohd ZinAnis Hazirah RodziNorazlin IbrahimPublished in: ICMV (2018)
Keyphrases
- support vector
- classification accuracy
- large margin classifiers
- learning machines
- support vector machine
- svm classifier
- kernel function
- svm classification
- generalization ability
- feature vectors
- real time
- pattern recognition
- cross validation
- decision trees
- kernel methods
- machine learning
- text classification
- neural network
- multi class classification
- augmented reality
- eye movements
- pattern classification
- classification models
- support vector machine svm
- binary classification
- feature selection
- model selection
- maximum margin
- multi class
- knn