Facial-expression analysis for predicting unsafe driving behavior

IEEE Pervasive Computing

Volumn 10, Issue 4, 2011, Pages 84-95

  Jabon, Maria ^a   Bailenson, Jeremy ^a   Pontikakis, Emmanuel ^a   Takayama, Leila ^a   Nass, Clifford ^a  

^a STANFORD UNIVERSITY   (United States)

Author keywords

computer vision; face and gesture recognition; human safety; pervasive computing; real time systems

Indexed keywords

DRIVER-ASSISTANCE SYSTEMS; FACE AND GESTURE RECOGNITION; FACIAL FEATURE; HUMAN SAFETY; MAJOR ACCIDENTS; PREDICTIVE ACCURACY; UNSAFE DRIVING;

ACCIDENTS; AUTOMOBILE DRIVERS; COMPUTER VISION; FACE RECOGNITION; FEATURE EXTRACTION; GESTURE RECOGNITION; UBIQUITOUS COMPUTING;

REAL TIME SYSTEMS;

EID: 80054057434     PISSN: 15361268     EISSN: None     Source Type: Journal    
DOI: 10.1109/MPRV.2010.46     Document Type: Article

References (10)

1. U.S. Dept. of Transportation, "Traffic Safety Facts 2006: A Compilation of Motor Vehicle Crash Data from the Fatality Analysis Reporting System and the General Estimates System," tech. report DOTHS 810 818, Nat'l Highway Traffic Safety Administration, 2006.
2. M. Satyanarayanan, "Pervasive Computing: Vision and Challenges," IEEE Personal Comm., vol, 8, no. 4, 2001, pp. 10-17. (Pubitemid 33060762)
3. Z. Zu, Q. Ji, and P. Lan, "Real-Time Nonintrusive Driver Fatigue Monitoring," IEEE Trans. Vehicle Technology, vol. 53, no. 4, 2004, pp. 1052-1068.
4. J.A. Healy and R.W. Picard, "Detecting Stress During Real-World Driving Tasks Using Physiological Sensors," IEEE Trans. Intelligent Transportation Systems, vol. 6, no. 2, 2005, pp. 156-166. (Pubitemid 40925766)
5. R.W. Allen et al., "A Low Cost PC Based Driving Simulator for Prototyping and Hardware-in-the-Loop Applications," Proc. SAE Int'l Congress & Exposition, SAE Int'l, 1998, paper no. 98-0222.
6. H. Neven, Neven Vision [computer software], Neven Vision, Inc., 2003.
7. J. Friedman, T. Hastie, and R. Tibshirani, "Additive Logistic Regression: A Statistical View of Boosting," Annals of Statistics, vol. 28, no. 2, 2000, pp. 337-407. (Pubitemid 33227445)
8. A. Ben-David, "What's Wrong with Hit Ratio?," IEEE Intelligent Systems, vol. 21, no. 6, 2006, pp. 68-70. (Pubitemid 44936724)
9. J. Landis and G. Koch, "The Measurement of Observer Agreement for Categorical Data," Biometrics, vol. 33, no. 1, 1977, pp. 159-174. (Pubitemid 8054849)
10. H.I. Witten and E. Fank, Data Mining: Practical Machine Learning Tools and Techniques, Morgan Kaufmann, 2005.