Multimodal recognition of cognitive workload for multitasking in the car

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 3748-3751

  Putze, Felix ^a   Jarvis, Jan Philip ^a   Schultz, Tanja ^a  

^a KARLSRUHE INSTITUTE OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

BIOSIGNALS; COGNITIVE WORKLOADS; DRIVING SIMULATOR; MULTIMODAL RECOGNITION; PRIMARY DRIVING TASKS; SKIN CONDUCTANCE;

AUTOMOBILE SIMULATORS;

PATTERN RECOGNITION;

EID: 78149473665     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.913     Document Type: Conference Paper

References (7)

1. L. Hart, S. & Staveland. Human mental workload, chapter Development of NASA-TLX (Task Load Index), pages 139-183. Amsterdam: North Holland B.V., 1988.
2. J. Healey and R. Picard. Detecting stress during real-world driving tasks using physiological sensors. IEEE Transactions on Intelligent Transportation Systems, Volume: 6, Issue: 2:156-166, 2005.
3. M. Honal and T. Schultz. Determine task demand from brain activity. In Proceedings of the 3rd International Conference on Bio-inspired Systems and Signal Processing, 2008.
4. C. Hsu, C. Chang, C. Lin, et al. A practical guide to support vector classification. 2003.
5. F. Kuhn. Methode zur Bewertung der Fahrerablenkung durch Fahrerinformations-Systeme. DaimlerChrysler AG Research & Technology, 2005.
6. Y. Liang, M. Reyes, and J. Lee. Real-time detection of driver cognitive distraction using support vector machines. IEEE Transactions on Intelligent Transportation Systems, 8(2):340-350, 2007. (Pubitemid 46873214)
7. F. Putze and T. Schultz. Cognitive dialog systems for dynamic environments: Progress and challenges. In Proceedings of the 4th Biennial Workshop on DSP for In-Vehicle Systems and Safety, 2009.