A Novel Method for Detecting the Degree of Fatigue Using Mobile Camera

  • Qing Yu
  • Ludi Wang
  • Ying Xing
  • Xiaoguang Zhou
  • Wei Zhou
Conference paper
Part of the Communications in Computer and Information Science book series (CCIS, volume 849)


This paper presented a novel method for detecting human fatigue using mobile camera and cloud techniques. Photoplethysmography technique and detrended fluctuation analysis (DFA) method are used to fatigue detection. The experimental results confirm the correctness of the proposed method. The proposed method has realistic significance.


Fatigue Component Detrended fluctuation analysis (DFA) Photoplethysmography technique 



This work is supported by Engineering Research Center of Information Networks, Ministry of Education.


  1. 1.
    Wang, Q., et al.: Driver fatigue detection: a survey. In: Intelligent Control and Automation (WCICA 2006), pp. 8587–8591. IEEE Press, June 2006.
  2. 2.
    Williamson, A., Chamberlain, T.: Review of on-road driver fatigue monitoring devices (2005)Google Scholar
  3. 3.
    Kim, D., Choi, S., Choi, J., Shin, H., Sohn, K.: Visual fatigue monitoring system based on eye-movement and eye-blink detection. In: Proceedings SPIE, vol. 7863, no. 1, pp. 159–172 February 2011.
  4. 4.
    Gu, H., Ji, Q.: An automated face reader for fatigue detection. In: IEEE International Conference on Automatic Face and Gesture Recognition, Seoul, South Korea, pp. 111–116 May 2004. IEEE Computer Society.
  5. 5.
    Peng, C.K., Mietus, J.E., Hausdorff, J.M., Havlin, S., Stanley, H.E., Goldberger, A.L.: Long-range anti-correlations and non-gaussian behaviour of the heartbeat. Phys. Rev. Lett. 70(9), 1343–1346 (1993). Scholar
  6. 6.
    Peng, C.K., Havlin, S., Stanley, H.E., Goldberger, A.L.: Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series. Chaos 5(1), 82–87 (1995). Scholar
  7. 7.
    Peng, C.K., Hausdorff, J.M., Havlin, S., Mietus, J.E., Stanley, H.E., Goldberger, A.L.: Multiple-time scales analysis of physiological time series under neural control. Phys. A Stat. Mech. Appl. 249(1–4), 491–500 (1998). Scholar
  8. 8.
    Bunde, A., Havlin, S., Kantelhardt, J.W., Penzel, T., Peter, J.H., Voigt, K.: Correlated and uncorrelated regions in heart-rate fluctuations during sleep. Phys. Rev. Lett. 85(17), 3736–3739 (2000). Scholar
  9. 9.
    Papasimakis, N., Pallikari, F.: Correlated and uncorrelated heart rate fluctuations during relaxing visualization. EPL 90(4), 1303–1324 (2010). Scholar
  10. 10.
    Savitzky, A., Golay, M.J.E.: Smoothing and differentiation of data by simplified least squares procedures. Anal. Chem. 36, 1627–1639 (1972). Scholar

Copyright information

© Springer Nature Singapore Pte Ltd. 2018

Authors and Affiliations

  • Qing Yu
    • 1
  • Ludi Wang
    • 1
  • Ying Xing
    • 1
  • Xiaoguang Zhou
    • 1
  • Wei Zhou
    • 2
  1. 1.Automation SchoolBeijing University of Posts and TelecommunicationsBeijingChina
  2. 2.Department of NeuroscienceUppsala UniversityUppsalaSweden

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