Classification of Blink Waveforms Toward the Assessment of Driver's Arousal Levels - An EOG Approach and the Correlation with Physiological Measures.
Mieko OhsugaYoshiyuki KamakuraYumiko InoueYoshihiro NoguchiRoongroj NopsuwanchaiPublished in: HCI (13) (2007)
Keyphrases
- pattern recognition
- automatic classification
- feature extraction
- classification systems
- pattern classification
- decision trees
- classification accuracy
- classification method
- machine learning
- classification scheme
- support vector machine
- machine learning methods
- classification algorithm
- signal processing
- classification rules
- data sets
- feature vectors
- preprocessing
- benchmark datasets
- training samples
- training set
- feature space
- classification rate
- neural network