An active driver fatigue identification technique using multiple physiological features

Proceedings 2011 International Conference on Mechatronic Science, Electric Engineering and Computer, MEC 2011

Volumn , Issue , 2011, Pages 733-737

  Li, Shiwu ^a   Wang, Linhong ^a   Yang, Zhifa ^a   Ji, Bingkui ^a   Qiao, Feiyan ^a   Yang, Zhongkai ^a  

^a JILIN UNIVERSITY   (China)

Author keywords

Active Identification; Driver Fatigue; Physiological Features; Support Vector Machine

Indexed keywords

DRIVER FATIGUE; FATIGUE LEVEL; FIELD EXPERIMENT; IDENTIFICATION TECHNIQUES; OUTPUT VARIABLES; PHYSIOLOGICAL FEATURES; PREVENTION OF ACCIDENTS; REAL TIME; SUPPORT VECTOR; SUPPORT VECTOR MACHINE TECHNIQUES; SVM MODEL;

ELECTRIC ACCIDENTS; ELECTRICAL ENGINEERING; PHYSIOLOGICAL MODELS; PHYSIOLOGY;

SUPPORT VECTOR MACHINES;

EID: 80053931505     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MEC.2011.6025569     Document Type: Conference Paper

References (6)

1. Ji Q., Zhu Z., Lan P. "Real-time nonintrusive monitoring and prediction of driver fatigue", IEEE Transactions on Vehicular Technology, 2004, Vol. 53, pp. 1052-1068.
2. Fasel B., Luettin J.. "Automatic facial expression analysis: a Survey", Pattern Recognition, 2003, Vol. 36, pp. 259-275.
3. Linh T. H., Stodolski M., Osowski S. "On-line heart beat recognition using Hermite polynomials and neuro-fuzzy network", IEEE Transactions on Instrumentation and Measurement, 2003, Vol. 52, pp. 1224-1231.
4. Zhou S.-M., Gan J. Q., Sepulveda F. "Classifying mental tasks based on features of higher-order statistics from EEG signals in brain - computer interface", Information Sciences, Vol. 178, 2008, pp. 1629-164
5. Budi T. J., Lal S., Fischer P.. "Using EEG spectral components to assess algorithms for detecting fatigue", Expert Systems with Applications, 2009, Vol. 36, pp. 2352-2359.
6. Yang G., Lin Y., Bhattacharya P.. "A driver fatigue recognition model based on information fusion and dynamic Bayesian network". Information Sciences, Vol. 180, 2010, pp. 1942-1954