Comparative Analysis of Vehicle-Based and Driver-Based Features for Driver Drowsiness Monitoring by Support Vector Machines.
Mohamed Hedi BaccourFrauke DriewerTim SchäckEnkelejda KasneciPublished in: IEEE Trans. Intell. Transp. Syst. (2022)
Keyphrases
- comparative analysis
- driving behavior
- traffic accidents
- support vector
- dangerous situations
- classification accuracy
- road safety
- physiological signals
- real time
- feature set
- svm classifier
- feature extraction
- fusion scheme
- feature vectors
- driver assistance systems
- moving vehicles
- feature selection
- car navigation
- kernel function
- co occurrence
- image features
- learning machines
- surveillance system
- monitoring system
- benchmark datasets
- intelligent vehicles
- traffic safety
- object detection
- feature space
- semi quantitative
- driving simulator
- decision trees