Driver Drowsiness Estimation by Parallel Linked Time-Domain CNN with Novel Temporal Measures on Eye States.
Jia-Yau ShiauKenta NishiyukiShigenori NagaeTomohiro YabuuchiKoichi KinoshitaYuki HasegawaPublished in: EMBC (2019)
Keyphrases
- driving behavior
- traffic accidents
- temporal information
- cellular neural networks
- accurate estimation
- frequency domain
- real time
- convolutional neural network
- spatio temporal
- temporal reasoning
- temporal constraints
- eye movements
- temporal data
- eye tracking
- parallel processing
- temporal evolution
- shared memory
- parallel implementation
- parallel computing
- estimation accuracy
- temporal relations
- temporal patterns
- evaluation measures
- parameter estimation
- video sequences
- feature extraction