Hierarchical Eye-Tracking Data Analytics for Human Fatigue Detection at a Traffic Control Center

作者: Fan Li , Chun-Hsien Chen , Gangyan Xu , Li-Pheng Khoo

DOI: 10.1109/THMS.2020.3016088

关键词:

摘要: … flicker eye-tracking data with many missing gaze points. … Tobii X3-120 sent the raw eye-tracking data to a ThinkPad X1 with MATLAB 2017, which was used to parse the raw eyetracking …

参考文章(39)
R. B. Daroff, D. Boghen, L. F. Dell'osso, J. E. Birkett, B. T. Troost, Velocity Characteristics of Normal Human Saccades Investigative Ophthalmology & Visual Science. ,vol. 13, pp. 619- 623 ,(1974)
André Pimenta, Davide Carneiro, José Neves, Paulo Novais, None, A neural network to classify fatigue from human–computer interaction Neurocomputing. ,vol. 172, pp. 413- 426 ,(2016) , 10.1016/J.NEUCOM.2015.03.105
Richard S. Bogartz, Adrian Staub, Gaze step distributions reflect fixations and saccades: a comment on. Cognition. ,vol. 123, pp. 325- 334 ,(2012) , 10.1016/J.COGNITION.2011.12.014
Pieter Blignaut, Fixation identification: The optimum threshold for a dispersion algorithm Attention Perception & Psychophysics. ,vol. 71, pp. 881- 895 ,(2009) , 10.3758/APP.71.4.881
Muhammad Juned Akhtar, Ingrid Bouwer Utne, Human fatigue’s effect on the risk of maritime groundings – A Bayesian Network modeling approach Safety Science. ,vol. 62, pp. 427- 440 ,(2014) , 10.1016/J.SSCI.2013.10.002
R. Schleicher, N. Galley, S. Briest, L. Galley, Blinks and saccades as indicators of fatigue in sleepiness warnings: looking tired? Ergonomics. ,vol. 51, pp. 982- 1010 ,(2008) , 10.1080/00140130701817062
Simone Benedetto, Marco Pedrotti, Luca Minin, Thierry Baccino, Alessandra Re, Roberto Montanari, Driver workload and eye blink duration Transportation Research Part F-traffic Psychology and Behaviour. ,vol. 14, pp. 199- 208 ,(2011) , 10.1016/J.TRF.2010.12.001
L.M. Bergasa, J. Nuevo, M.A. Sotelo, R. Barea, M.E. Lopez, Real-time system for monitoring driver vigilance IEEE Transactions on Intelligent Transportation Systems. ,vol. 7, pp. 63- 77 ,(2006) , 10.1109/TITS.2006.869598