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Volumn 12, Issue 2, 2011, Pages 596-614

Driver inattention monitoring system for intelligent vehicles: A review

Author keywords

Distraction; driver inattention; driver monitoring; fatigue

Indexed keywords

DISTRACTION; DRIVER INATTENTION; DRIVER MONITORING; DRIVING CONDITIONS; DRIVING PERFORMANCE; MAJOR FACTORS; MONITORING SYSTEM; NONLINEAR MODELING; NUMBER OF FALSE ALARMS; RECOGNITION RATES; RESEARCH AND DEVELOPMENT; STATE-OF-THE-ART TECHNOLOGY;

EID: 79958144996     PISSN: 15249050     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITS.2010.2092770     Document Type: Conference Paper
Times cited : (602)

References (113)
  • 4
    • 79958096597 scopus 로고    scopus 로고
    • STRID Sub-Group on Fatigue, Canadian operational definition of driver fatigue, Ottawa, ON, Canada, May 2006
    • STRID Sub-Group on Fatigue, Canadian operational definition of driver fatigue, Ottawa, ON, Canada, May 2006.
  • 6
    • 79958154898 scopus 로고    scopus 로고
    • T. R. S. for the Prevention of Accidents, Driver fatigue and road accidents: A literature review and position paper, Birmingham, U. K., 2001
    • T. R. S. for the Prevention of Accidents, Driver fatigue and road accidents: A literature review and position paper, Birmingham, U. K., 2001.
  • 8
    • 0032916028 scopus 로고    scopus 로고
    • Vehicle accidents related to sleep: A review
    • J. Horne and L. Reyner, "Vehicle accidents related to sleep: A review", Occup. Environ. Med., vol. 56, no. 5, pp. 289-294, May 1999. (Pubitemid 29195179)
    • (1999) Occupational and Environmental Medicine , vol.56 , Issue.5 , pp. 289-294
    • Horne, J.1    Reyner, L.2
  • 9
    • 0031173040 scopus 로고    scopus 로고
    • Development of fatigue symptoms during simulated driving
    • PII S0001457597000274
    • T. Nilson, T. M. Nelson, and D. Carlson, "Development of fatigue symptoms during simulated driving", Accid. Anal. Prev., vol. 29, no. 4, pp. 479-488, Jul. 1997. (Pubitemid 127383877)
    • (1997) Accident Analysis and Prevention , vol.29 , Issue.4 SPEC. ISS. , pp. 479-488
    • Nilsson, T.1    Nelson, T.M.2    Carlson, D.3
  • 10
    • 0029004440 scopus 로고
    • Toward a theory of situation awareness in dynamic systems
    • Mar.
    • M. R. Endsley, "Toward a theory of situation awareness in dynamic systems", Hum. Factors, vol. 37, no. 1, pp. 32-64, Mar. 1995.
    • (1995) Hum. Factors , vol.37 , Issue.1 , pp. 32-64
    • Endsley, M.R.1
  • 11
    • 79958178511 scopus 로고    scopus 로고
    • Online. Available
    • [Online]. Available: http://www.chalmers.se/safer/driverdistraction-en/ programme
  • 13
    • 33845212249 scopus 로고    scopus 로고
    • An on-road assessment of cognitive distraction: Impacts on drivers' visual behavior and braking performance
    • DOI 10.1016/j.aap.2006.08.013, PII S0001457506001485
    • J. L. Harbluk, Y. I. Noy, P. L. Trbovich, and M. Eizenman, "An on-road assessment of cognitive distraction: Impacts on drivers' visual behavior and braking performance", Accid. Anal. Prev., vol. 39, no. 2, pp. 372-379, Mar. 2007. (Pubitemid 44854776)
    • (2007) Accident Analysis and Prevention , vol.39 , Issue.2 , pp. 372-379
    • Harbluk, J.L.1    Noy, Y.I.2    Trbovich, P.L.3    Eizenman, M.4
  • 14
    • 0032905960 scopus 로고    scopus 로고
    • The effect of mental workload on the visual field size and shape
    • DOI 10.1080/001401399185315
    • E. M. Rantanen and J. H. Goldberg, "The effect of mental workload on the visual field size and shape", Ergonomics, vol. 42, no. 6, pp. 816-834, Jun. 1999. (Pubitemid 29213426)
    • (1999) Ergonomics , vol.42 , Issue.6 , pp. 816-834
    • Rantanen, E.M.1    Goldberg, J.H.2
  • 16
    • 10644268552 scopus 로고    scopus 로고
    • Advances in relating eye movements and cognition
    • M. M. Hayhoe, "Advances in relating eye movements and cognition", Infancy, vol. 6, no. 2, pp. 267-274, Oct. 2004. (Pubitemid 39646607)
    • (2004) Infancy , vol.6 , Issue.2 , pp. 267-274
    • Hayhoe, M.M.1
  • 19
    • 77950302809 scopus 로고    scopus 로고
    • Combining cognitive and visual distraction: Less than the sum of its parts
    • May
    • Y. Liang and J. D. Lee, "Combining cognitive and visual distraction: Less than the sum of its parts", Accid. Anal. Prev., vol. 42, no. 3, pp. 881-890, May 2010.
    • (2010) Accid. Anal. Prev. , vol.42 , Issue.3 , pp. 881-890
    • Liang, Y.1    Lee, J.D.2
  • 21
    • 77449138604 scopus 로고    scopus 로고
    • Individual differences in effects of secondary cognitive activity during driving on temperature at the nose tip
    • M. Itoh, "Individual differences in effects of secondary cognitive activity during driving on temperature at the nose tip", in Proc. IEEE Int. Conf. Mechatronics Autom., 2009, pp. 7-11.
    • (2009) Proc. IEEE Int. Conf. Mechatronics Autom. , pp. 7-11
    • Itoh, M.1
  • 22
    • 77953105869 scopus 로고    scopus 로고
    • A novel method to monitor driver's distractions
    • A. Wesley, D. Shastri, and I. Pavlidis, "A novel method to monitor driver's distractions", in Proc. CHI, 2010, pp. 4273-4278.
    • (2010) Proc. CHI , pp. 4273-4278
    • Wesley, A.1    Shastri, D.2    Pavlidis, I.3
  • 25
    • 56749186242 scopus 로고    scopus 로고
    • Influence of cognitively distracting activity on driver's eye movement during preparation of changing lanes
    • H. Zhou, M. Itoh, and T. Inagaki, "Influence of cognitively distracting activity on driver's eye movement during preparation of changing lanes", in Proc. SICE Annu. Conf., 2008, pp. 866-871.
    • (2008) Proc. SICE Annu. Conf. , pp. 866-871
    • Zhou, H.1    Itoh, M.2    Inagaki, T.3
  • 31
    • 79958159352 scopus 로고
    • Effects of fatigue on performance in a driving device: Highway research record
    • Haworth, Vulcan, Triggs, and Fildes, Eds. Victoria, Australia: Accid. Res. Center, Monash Univ. Australia
    • T. Mast, H. Jones, and N. Heimstra, "Effects of fatigue on performance in a driving device: Highway research record", in Driver Fatigue Research: Development of Methodology, Haworth, Vulcan, Triggs, and Fildes, Eds. Victoria, Australia: Accid. Res. Center, Monash Univ. Australia, 1989.
    • (1989) Driver Fatigue Research: Development of Methodology
    • Mast, T.1    Jones, H.2    Heimstra, N.3
  • 32
  • 34
    • 67049111937 scopus 로고
    • Dept. Ind. Eng. Oper. Res., Virginia Polytechnic Inst. State Univ., Blacksburg, VA, Tech. Rep., Dept. Rep. 8504
    • T. A. Dingus, L. Hardee, and W. W. Wierwille, "Development of impaired driver detection measures", Dept. Ind. Eng. Oper. Res., Virginia Polytechnic Inst. State Univ., Blacksburg, VA, Tech. Rep., Dept. Rep. 8504, 1985.
    • (1985) Development of Impaired Driver Detection Measures
    • Dingus, T.A.1    Hardee, L.2    Wierwille, W.W.3
  • 35
    • 0012406745 scopus 로고
    • Evaluation of steering wheel measures for drowsy drivers
    • Aachen, Germany
    • M. Elling and P. Sherman, "Evaluation of steering wheel measures for drowsy drivers", in Proc. 27th ISATA, Aachen, Germany, 1994.
    • (1994) Proc. 27th ISATA
    • Elling, M.1    Sherman, P.2
  • 36
    • 45149084911 scopus 로고    scopus 로고
    • Localized energy study for analyzing driver fatigue state based on wavelet analysis
    • Y. J. Zhong, L. P. Du, K. Zhang, and X. H. Sun, "Localized energy study for analyzing driver fatigue state based on wavelet analysis", in Proc. Int. Conf. Wavelet Anal. Pattern Recog., 2007, vol. 4, pp. 1843-1846.
    • (2007) Proc. Int. Conf. Wavelet Anal. Pattern Recog. , vol.4 , pp. 1843-1846
    • Zhong, Y.J.1    Du, L.P.2    Zhang, K.3    Sun, X.H.4
  • 38
    • 0012364809 scopus 로고
    • Detecting fatigued drivers with vehicle simulators
    • L. Hartley, Ed. Bristol, PA: Taylor & Francis
    • A. C. Stein, "Detecting fatigued drivers with vehicle simulators", in Driver Impairment, Driver Fatigue and Driving Simulation, L. Hartley, Ed. Bristol, PA: Taylor & Francis, 1995, pp. 133-150.
    • (1995) Driver Impairment, Driver Fatigue and Driving Simulation , pp. 133-150
    • Stein, A.C.1
  • 39
    • 79958129174 scopus 로고
    • Performance decrement in 24-hour driving
    • R. Safford and T. H. Rockwell, "Performance decrement in 24-hour driving", Highway Res. Rec., vol. 163, pp. 68-79, 1967.
    • (1967) Highway Res. Rec. , vol.163 , pp. 68-79
    • Safford, R.1    Rockwell, T.H.2
  • 41
    • 79958125315 scopus 로고    scopus 로고
    • Online. Available
    • [Online]. Available: www.saabnet.com/tsn/press/071102.html
  • 43
    • 79958078967 scopus 로고    scopus 로고
    • Online. Available
    • [Online]. Available: www.smarteye.se
  • 44
    • 79958141635 scopus 로고    scopus 로고
    • Online. Available
    • [Online]. Available: www.testdriven. co.uk/lexus-ls-600h
  • 45
    • 79958080600 scopus 로고    scopus 로고
    • Online. Available
    • [Online]. Available: www.emercedesbenz.com
  • 46
    • 79958081764 scopus 로고    scopus 로고
    • Online. Available
    • [Online]. Available: www.media.volvocars.com
  • 48
    • 79958150922 scopus 로고    scopus 로고
    • Online. Available
    • [Online]. Available: www.seeingmachines.com
  • 49
    • 79958162681 scopus 로고    scopus 로고
    • Online. Available
    • [Online]. Available: www.smivision.com
  • 51
    • 34249865344 scopus 로고    scopus 로고
    • Real-time detection of driver cognitive distraction using support vector machines
    • DOI 10.1109/TITS.2007.895298
    • Y. Liang, M. L. Reyes, and J. D. Lee, "Real-time detection of driver cognitive distraction using support vector machines", IEEE Trans. Intell. Transp. Syst., vol. 8, no. 2, pp. 340-350, Jun. 2007. (Pubitemid 46873214)
    • (2007) IEEE Transactions on Intelligent Transportation Systems , vol.8 , Issue.2 , pp. 340-350
    • Liang, Y.1    Reyes, M.L.2    Lee, J.D.3
  • 52
    • 0031211090 scopus 로고    scopus 로고
    • A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting
    • Y. Freund and R. E. Schapire, "A decision-theoretic generalization of online learning and an application to boosting", J. Comput. Syst. Sci., vol. 55, no. 1, pp. 119-139, Aug. 1997. (Pubitemid 127433398)
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 55
    • 33745350118 scopus 로고    scopus 로고
    • Validation of the Karolinska sleepiness scale against performance and EEG variables
    • DOI 10.1016/j.clinph.2006.03.011, PII S1388245706001428
    • K. Kaida, M. Takahashi, T. Akerstedt, A. Nakata, Y. Otsuka, T. Haratani, and K. Fukasawa, "Validation of the Karolinska sleepiness scale against performance and EEG variables", Clin. Neurophysiol., vol. 117, no. 7, pp. 1574-1581, Jul. 2006. (Pubitemid 43947698)
    • (2006) Clinical Neurophysiology , vol.117 , Issue.7 , pp. 1574-1581
    • Kaida, K.1    Takahashi, M.2    Akerstedt, T.3    Nakata, A.4    Otsuka, Y.5    Haratani, T.6    Fukasawa, K.7
  • 56
    • 33645099046 scopus 로고    scopus 로고
    • Subjective sleepiness, simulated driving performance and blink duration: Examining individual differences
    • Mar.
    • M. Ingre, T. Akerstedt, B. Peters, A. Anund, and G. Kecklund, "Subjective sleepiness, simulated driving performance and blink duration: Examining individual differences", J. Sleep Res., vol. 15, no. 1, pp. 47-53, Mar. 2006.
    • (2006) J. Sleep Res. , vol.15 , Issue.1 , pp. 47-53
    • Ingre, M.1    Akerstedt, T.2    Peters, B.3    Anund, A.4    Kecklund, G.5
  • 57
    • 33644691434 scopus 로고    scopus 로고
    • A controlled investigation into the psychological determinants of fatigue
    • DOI 10.1016/j.biopsycho.2005.07.005, PII S0301051105001225
    • A. Craig, Y. Tran, N. Wijesuriya, and P. Boord, "A controlled investigation into the psychological determinants of fatigue", Biol. Psychol., vol. 72, no. 1, pp. 78-87, Apr. 2006. (Pubitemid 43331019)
    • (2006) Biological Psychology , vol.72 , Issue.1 , pp. 78-87
    • Craig, A.1    Tran, Y.2    Wijesuriya, N.3    Boord, P.4
  • 58
    • 56349131350 scopus 로고    scopus 로고
    • Using EEG spectral components to assess algorithms for detecting fatigue
    • Mar.
    • B. T. Jap, S. Lal, P. Fischer, and E. Bekiaris, "Using EEG spectral components to assess algorithms for detecting fatigue", Expert Syst. Appl., vol. 36, no. 2, pp. 2352-2359, Mar. 2009.
    • (2009) Expert Syst. Appl. , vol.36 , Issue.2 , pp. 2352-2359
    • Jap, B.T.1    Lal, S.2    Fischer, P.3    Bekiaris, E.4
  • 60
    • 56949095526 scopus 로고    scopus 로고
    • Can SVM be used for automatic EEG detection of drowsiness during car driving?
    • Jan.
    • M. V. M. Yeo, X. P. Li, K. Shen, and E. P. W. Smith, "Can SVM be used for automatic EEG detection of drowsiness during car driving?" Safety Sci., vol. 47, no. 1, pp. 115-124, Jan. 2009.
    • (2009) Safety Sci. , vol.47 , Issue.1 , pp. 115-124
    • Yeo, M.V.M.1    Li, X.P.2    Shen, K.3    Smith, E.P.W.4
  • 61
    • 52449135541 scopus 로고    scopus 로고
    • EEG-based mental fatigue measurement using multiclass support vector machines with confidence estimate
    • Jul.
    • K. Q. Shen, X. P. Li, C. J. Ong, S. Y. Shao, and E. P. V. Wilder-Smith, "EEG-based mental fatigue measurement using multiclass support vector machines with confidence estimate", Clin. Neurophysiol., vol. 119, no. 7, pp. 1524-1533, Jul. 2008.
    • (2008) Clin. Neurophysiol. , vol.119 , Issue.7 , pp. 1524-1533
    • Shen, K.Q.1    Li, X.P.2    Ong, C.J.3    Shao, S.Y.4    Wilder-Smith, E.P.V.5
  • 62
    • 29344475478 scopus 로고    scopus 로고
    • EEG-based drowsiness estimation for safety driving using independent component analysis
    • Dec.
    • C. T. Lin, R. C. Wu, S. F. Liang, W. H. Chao, Y. J. Chen, and T. P. Jung, "EEG-based drowsiness estimation for safety driving using independent component analysis", IEEE Trans. Circuits Syst. I, Reg. Papers, vol. 52, no. 12, pp. 2726-2738, Dec. 2005.
    • (2005) IEEE Trans. Circuits Syst. I, Reg. Papers , vol.52 , Issue.12 , pp. 2726-2738
    • Lin, C.T.1    Wu, R.C.2    Liang, S.F.3    Chao, W.H.4    Chen, Y.J.5    Jung, T.P.6
  • 63
    • 42249091046 scopus 로고    scopus 로고
    • Development of wireless brain computer interface with embedded multitask scheduling and its application on real-time driver's drowsiness detection and warning
    • May
    • C. T. Lin, Y. C. Chen, T. Y. Huang, T. T. Chiu, L. W. Ko, S. F. Liang, H. Y. Hsieh, S. H. Hsu, and J. R. Duann, "Development of wireless brain computer interface with embedded multitask scheduling and its application on real-time driver's drowsiness detection and warning", IEEE Trans. Biomed. Eng., vol. 55, no. 5, pp. 1582-1591, May 2008.
    • (2008) IEEE Trans. Biomed. Eng. , vol.55 , Issue.5 , pp. 1582-1591
    • Lin, C.T.1    Chen, Y.C.2    Huang, T.Y.3    Chiu, T.T.4    Ko, L.W.5    Liang, S.F.6    Hsieh, H.Y.7    Hsu, S.H.8    Duann, J.R.9
  • 64
    • 77956650358 scopus 로고    scopus 로고
    • EEG-based estimation of mental fatigue by using KPCA-HMM and complexity parameters
    • Apr.
    • J. Liu, C. Zhang, and C. Zheng, "EEG-based estimation of mental fatigue by using KPCA-HMM and complexity parameters", Biomed. Signal Process. Control, vol. 5, no. 2, pp. 124-130, Apr. 2010.
    • (2010) Biomed. Signal Process. Control , vol.5 , Issue.2 , pp. 124-130
    • Liu, J.1    Zhang, C.2    Zheng, C.3
  • 66
    • 77549086087 scopus 로고    scopus 로고
    • A driver fatigue recognition model based on information fusion and dynamic Bayesian network
    • May
    • G. Yang, Y. Lin, and P. Bhattacharya, "A driver fatigue recognition model based on information fusion and dynamic Bayesian network", Inf. Sci., vol. 180, no. 10, pp. 1942-1954, May 2010.
    • (2010) Inf. Sci. , vol.180 , Issue.10 , pp. 1942-1954
    • Yang, G.1    Lin, Y.2    Bhattacharya, P.3
  • 67
    • 51849160725 scopus 로고    scopus 로고
    • Combined electrocardiogram and photoplethysmogram measurements as an indicator of objective sleepiness
    • Aug.
    • C. P. Chua, G. McDarby, and C. Heneghan, "Combined electrocardiogram and photoplethysmogram measurements as an indicator of objective sleepiness", Physiol. Meas., vol. 29, no. 8, pp. 857-868, Aug. 2008.
    • (2008) Physiol. Meas. , vol.29 , Issue.8 , pp. 857-868
    • Chua, C.P.1    McDarby, G.2    Heneghan, C.3
  • 68
    • 50649103259 scopus 로고    scopus 로고
    • Fuzzy fusion of eyelid activity indicators for hypovigilance-related accident prediction
    • Sep.
    • I. G. Damousis and D. Tzovaras, "Fuzzy fusion of eyelid activity indicators for hypovigilance-related accident prediction", IEEE Trans. Intell. Transp. Syst., vol. 9, no. 3, pp. 491-500, Sep. 2008.
    • (2008) IEEE Trans. Intell. Transp. Syst. , vol.9 , Issue.3 , pp. 491-500
    • Damousis, I.G.1    Tzovaras, D.2
  • 69
    • 60249097032 scopus 로고    scopus 로고
    • Driver drowsiness detection with eyelid-related parameters by support vector machine
    • May
    • S. Hu and G. Zheng, "Driver drowsiness detection with eyelid-related parameters by support vector machine", Expert Syst. Appl., vol. 36, no. 4, pp. 7651-7658, May 2009.
    • (2009) Expert Syst. Appl. , vol.36 , Issue.4 , pp. 7651-7658
    • Hu, S.1    Zheng, G.2
  • 70
    • 33947217408 scopus 로고    scopus 로고
    • EMG-based analysis of change in muscle activity during simulated driving
    • DOI 10.1016/j.jbmt.2006.12.005, PII S1360859207000034
    • V. Balasubramanian and K. Adalarasu, "EMG-based analysis of change in muscle activity during simulated driving", J. Bodywork Movement Therapies, vol. 11, no. 2, pp. 151-158, Apr. 2007. (Pubitemid 46428598)
    • (2007) Journal of Bodywork and Movement Therapies , vol.11 , Issue.2 , pp. 151-158
    • Balasubramanian, V.1    Adalarasu, K.2
  • 72
    • 72449129004 scopus 로고    scopus 로고
    • Gabor-based dynamic representation for human fatigue monitoring in facial image sequences
    • Feb.
    • X. Fan, Y. Sun, B. Yin, and X. Guo, "Gabor-based dynamic representation for human fatigue monitoring in facial image sequences", Pattern Recognit. Lett., vol. 31, no. 3, pp. 234-243, Feb. 2010.
    • (2010) Pattern Recognit. Lett. , vol.31 , Issue.3 , pp. 234-243
    • Fan, X.1    Sun, Y.2    Yin, B.3    Guo, X.4
  • 73
    • 77956603607 scopus 로고    scopus 로고
    • Camera-based drowsiness reference for driver state classification under real driving conditions
    • F. Friedrichs and B. Yang, "Camera-based drowsiness reference for driver state classification under real driving conditions", in Proc. IEEE Intell. Veh. Symp., 2010, pp. 101-106.
    • (2010) Proc. IEEE Intell. Veh. Symp. , pp. 101-106
    • Friedrichs, F.1    Yang, B.2
  • 74
    • 85115260483 scopus 로고
    • Floating search methods for feature selection with nonmonotonic criterion functions
    • P. Pudil and F. J. Ferri, "Floating search methods for feature selection with nonmonotonic criterion functions", in Proc. 13th Int. Conf. Pattern Recog., IAPR, 1994, pp. 279-283.
    • (1994) Proc. 13th Int. Conf. Pattern Recog., IAPR , pp. 279-283
    • Pudil, P.1    Ferri, F.J.2
  • 76
    • 34147139802 scopus 로고    scopus 로고
    • A visual approach for driver inattention detection
    • DOI 10.1016/j.patcog.2007.01.018, PII S0031320307000544
    • T. D. Orazio, M. Leo, C. Guaragnella, and A. Distante, "A visual approach for driver inattention detection", Pattern Recognit., vol. 40, no. 8, pp. 2341-2355, Aug. 2007. (Pubitemid 46574771)
    • (2007) Pattern Recognition , vol.40 , Issue.8 , pp. 2341-2355
    • D'Orazio, T.1    Leo, M.2    Guaragnella, C.3    Distante, A.4
  • 77
    • 34548142264 scopus 로고    scopus 로고
    • Measurement of driver's consciousness by image processing - A method for presuming driver's drowsiness by eye-blinks coping with individual differences
    • DOI 10.1109/ICSMC.2006.385313, 4274320, 2006 IEEE International Conference on Systems, Man and Cybernetics
    • M. Suzuki, N. Yamamoto, O. Yamamoto, T. Nakano, and S. Yamamoto, "Measurement of driver's consciousness by image processing-A method for presuming driver's drowsiness by eye-blinks coping with individual differences", in Proc. IEEE Int. Conf. Syst., Man, Cybern., 2006, vol. 4, pp. 2891-2896. (Pubitemid 47297514)
    • (2007) Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics , vol.4 , pp. 2891-2896
    • Suzuki, M.1    Yamamoto, N.2    Yamamoto, O.3    Nakano, T.4    Yamamoto, S.5
  • 80
    • 37849010343 scopus 로고    scopus 로고
    • Yawning detection for monitoring driver fatigue
    • X. Fan, B. C. Yin, and Y. F. Sun, "Yawning detection for monitoring driver fatigue", in Proc. Mach. Learn. Cybern., 2007, vol. 2, pp. 664-668.
    • (2007) Proc. Mach. Learn. Cybern. , vol.2 , pp. 664-668
    • Fan, X.1    Yin, B.C.2    Sun, Y.F.3
  • 83
    • 34547177792 scopus 로고    scopus 로고
    • A driver-distraction-based lanekeeping assistance system
    • J. Pohl, W. Birk, and L. Westervall, "A driver-distraction-based lanekeeping assistance system", J. Syst. Control Eng., vol. 221, no. 14, pp. 541-552, 2007.
    • (2007) J. Syst. Control Eng. , vol.221 , Issue.14 , pp. 541-552
    • Pohl, J.1    Birk, W.2    Westervall, L.3
  • 85
    • 27744514521 scopus 로고    scopus 로고
    • Estimation of driver fatigue by pressure distribution on seat in long-term driving
    • S. Furugori, N. Yoshizawa, C. Iname, and Y. Miura, "Estimation of driver fatigue by pressure distribution on seat in long-term driving", Rev. Automot. Eng., vol. 26, no. 1, pp. 53-58, 2005.
    • (2005) Rev. Automot. Eng. , vol.26 , Issue.1 , pp. 53-58
    • Furugori, S.1    Yoshizawa, N.2    Iname, C.3    Miura, Y.4
  • 86
    • 33751108985 scopus 로고    scopus 로고
    • Methods to develop a driver observation system used in an active safety system
    • M. Farid, M. Kopf, H. Bubb, and A. Essaili, "Methods to develop a driver observation system used in an active safety system", SafetyLit, vol. 1960, pp. 639-650, 2006. (Pubitemid 44770081)
    • (2006) VDI Berichte , Issue.1960 , pp. 639-650
    • Farid, M.N.1    Kopf, M.2    Bubb, H.3    El Essaili, A.4
  • 89
    • 13344277299 scopus 로고    scopus 로고
    • Driver inattention detection through intelligent analysis of readily available sensors
    • Proceedings - 7th International IEEE Conference on Intelligent Transportation Systems, ITSC 2004
    • K. Torkkola, N. Massey, and C. Wood, "Driver inattention detection through intelligent analysis of readily available sensors", in Proc. IEEE Intell. Transp. Syst. Conf., 2004, pp. 326-331. (Pubitemid 40196694)
    • (2004) IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC , pp. 326-331
    • Torkkola, K.1    Massey, N.2    Wood, C.3
  • 90
    • 0041382385 scopus 로고    scopus 로고
    • Univ. Califomia, Berkeley, CA, Tech. Rep.
    • L. Breiman, "Random forests", Univ. Califomia, Berkeley, CA, Tech. Rep., 2001.
    • (2001) Random Forests
    • Breiman, L.1
  • 91
    • 77956345145 scopus 로고    scopus 로고
    • Model-based analysis and classification of driver distraction under secondary tasks
    • Sep.
    • T. Ersal, H. J. A. Fuller, O. Tsimhoni, J. L. Stein, and H. K. Fathy, "Model-based analysis and classification of driver distraction under secondary tasks", IEEE Trans. Intell. Transp. Syst., vol. 11, no. 3, pp. 692-701, Sep. 2010.
    • (2010) IEEE Trans. Intell. Transp. Syst. , vol.11 , Issue.3 , pp. 692-701
    • Ersal, T.1    Fuller, H.J.A.2    Tsimhoni, O.3    Stein, J.L.4    Fathy, H.K.5
  • 93
    • 79958118928 scopus 로고    scopus 로고
    • Information fusion for robust 'context and driver aware' active vehicle safety systems
    • DOI:10.1016/j.inffus.2010.06.004
    • A. Sathyanarayana, P. Boyraz, and J. H. Hansen, "Information fusion for robust 'context and driver aware' active vehicle safety systems", Inf. Fusion, 2010, DOI:10.1016/j.inffus.2010.06.004.
    • (2010) Inf. Fusion
    • Sathyanarayana, A.1    Boyraz, P.2    Hansen, J.H.3
  • 94
    • 70349175671 scopus 로고    scopus 로고
    • Investigating the relationships between gaze patterns, dynamic vehicle surround analysis, and driver intentions
    • A. Doshi and M. Trivedi, "Investigating the relationships between gaze patterns, dynamic vehicle surround analysis, and driver intentions", in Proc. IEEE Intell. Veh. Symp., 2009, pp. 887-892.
    • (2009) Proc. IEEE Intell. Veh. Symp. , pp. 887-892
    • Doshi, A.1    Trivedi, M.2
  • 96
    • 37549048780 scopus 로고    scopus 로고
    • Online detection of driver distraction-preliminary results from the aide project
    • G. Markkula and M. Kutila, "Online detection of driver distraction-Preliminary results from the aide project", in Proc. Int. Truck Bus Safety Security Symp., 2005, pp. 86-96.
    • (2005) Proc. Int. Truck Bus Safety Security Symp. , pp. 86-96
    • Markkula, G.1    Kutila, M.2
  • 97
    • 70349978782 scopus 로고    scopus 로고
    • Moving attention from the road: A new methodology for the driver distraction evaluation using machine learning approaches
    • F. Tango, C. Calefato, L. Minin, and L. Canovi, "Moving attention from the road: A new methodology for the driver distraction evaluation using machine learning approaches", in Proc. HSI, 2009, pp. 596-599.
    • (2009) Proc. HSI , pp. 596-599
    • Tango, F.1    Calefato, C.2    Minin, L.3    Canovi, L.4
  • 98
    • 79958144535 scopus 로고    scopus 로고
    • Driver state monitoring to mitigate distraction
    • I. J. Faulks, M. Regan, M. Stevenson, J. Brown, A. Porter, and J. D. Irwin, Eds. Sydney, Australia: Australasian College Road Safety
    • L. Fletcher and A. Zelinsky, "Driver state monitoring to mitigate distraction", in Distracted Driving, I. J. Faulks, M. Regan, M. Stevenson, J. Brown, A. Porter, and J. D. Irwin, Eds. Sydney, Australia: Australasian College Road Safety, 2007, pp. 487-523.
    • (2007) Distracted Driving , pp. 487-523
    • Fletcher, L.1    Zelinsky, A.2
  • 99
    • 77956509104 scopus 로고    scopus 로고
    • Towards a vision-based system exploring 3-D driver posture dynamics for driver assistance: Issues and possibilities
    • C. Tran and M. M. Trivedi, "Towards a vision-based system exploring 3-D driver posture dynamics for driver assistance: Issues and possibilities", in Proc. IEEE Intell. Veh. Symp., 2010, pp. 179-184.
    • (2010) Proc. IEEE Intell. Veh. Symp. , pp. 179-184
    • Tran, C.1    Trivedi, M.M.2
  • 100
    • 0028225676 scopus 로고
    • Where we look when we steer
    • DOI 10.1038/369742a0
    • M. F. Land and D. N. Lee, "Where we look when we steer", Nature, vol. 369, no. 6483, pp. 742-744, Jun. 1994. (Pubitemid 24225362)
    • (1994) Nature , vol.369 , Issue.6483 , pp. 742-744
    • Land, M.F.1    Lee, D.N.2
  • 101
    • 2442681535 scopus 로고    scopus 로고
    • Vision in and out of vehicles: Integrated driver and road scene monitoring
    • Apr.
    • N. Apostoloff and A. Zelinsky, "Vision in and out of vehicles: Integrated driver and road scene monitoring", Int. J. Robot. Res., vol. 23, no. 4/5, pp. 513-538, Apr. 2004.
    • (2004) Int. J. Robot. Res. , vol.23 , Issue.4-5 , pp. 513-538
    • Apostoloff, N.1    Zelinsky, A.2
  • 103
    • 47849086864 scopus 로고    scopus 로고
    • Stereo vision and statistical based behavior prediction of driver
    • H. Eren, U. Celik, and M. Poyraz, "Stereo vision and statistical based behavior prediction of driver", in Proc. IEEE Intell. Veh. Symp., 2007, pp. 657-662.
    • (2007) Proc. IEEE Intell. Veh. Symp. , pp. 657-662
    • Eren, H.1    Celik, U.2    Poyraz, M.3
  • 104
    • 34548136998 scopus 로고    scopus 로고
    • A simple approach to implementing a system for monitoring driver inattention
    • M. C. Su, C. Y. Hsiung, and D. Y. Huang, "A simple approach to implementing a system for monitoring driver inattention", in Proc. IEEE Int. Conf. Syst., Man, Cybern., 2006, vol. 1, pp. 429-433.
    • (2006) Proc. IEEE Int. Conf. Syst., Man, Cybern. , vol.1 , pp. 429-433
    • Su, M.C.1    Hsiung, C.Y.2    Huang, D.Y.3
  • 105
    • 0036817849 scopus 로고    scopus 로고
    • Real-time eye, gaze, and face pose tracking for monitoring driver vigilance
    • Q. Ji and X. J. Yang, "Real-time eye, gaze, and face pose tracking for monitoring driver vigilance", Real-Time Imaging, vol. 8, no. 5, pp. 357-377, Oct. 2002. (Pubitemid 35468076)
    • (2002) Real-Time Imaging , vol.8 , Issue.5 , pp. 357-377
    • Ji, Q.1    Yang, X.2
  • 107
  • 108
    • 35549008877 scopus 로고    scopus 로고
    • Real-time eye detection and tracking under various light conditions
    • Z. W. Zhu, K. Fujimura, and Q. Ji, "Real-time eye detection and tracking under various light conditions", Data Sci. J., vol. 6, pp. 636-640, 2007.
    • (2007) Data Sci. J. , vol.6 , pp. 636-640
    • Zhu, Z.W.1    Fujimura, K.2    Ji, Q.3
  • 109
    • 68049121839 scopus 로고    scopus 로고
    • Drivers' misjudgement of vigilance state during prolonged monotonous daytime driving
    • Sep.
    • E. A. Schmidt, M. Schrauf, M. Simona, M. Fritzsche, A. Buchnerb, and W. E. Kincsesa, "Drivers' misjudgement of vigilance state during prolonged monotonous daytime driving", Accid. Anal. Prev., vol. 41, no. 5, pp. 1087-1093, Sep. 2009.
    • (2009) Accid. Anal. Prev. , vol.41 , Issue.5 , pp. 1087-1093
    • Schmidt, E.A.1    Schrauf, M.2    Simona, M.3    Fritzsche, M.4    Buchnerb, A.5    Kincsesa, W.E.6
  • 110
    • 29844442990 scopus 로고    scopus 로고
    • A complex analysis of the driver behavior from simulated driving focused on fatigue detection classification
    • P. Bouchner, "A complex analysis of the driver behavior from simulated driving focused on fatigue detection classification", WSEAS Trans. Syst., vol. 5, no. 1, pp. 84-91, Jan. 2006. (Pubitemid 43034004)
    • (2006) WSEAS Transactions on Systems , vol.5 , Issue.1 , pp. 84-91
    • Bouchner, P.1
  • 111
    • 77956530817 scopus 로고    scopus 로고
    • A robust and efficient face-tracking kernel for driver inattention monitoring system
    • Y. Dong, Z. Hu, K. Uchimura, and N. Murayama, "A robust and efficient face-tracking kernel for driver inattention monitoring system", in Proc. IEEE Intell. Veh. Symp., 2010, pp. 929-934.
    • (2010) Proc. IEEE Intell. Veh. Symp. , pp. 929-934
    • Dong, Y.1    Hu, Z.2    Uchimura, K.3    Murayama, N.4
  • 113
    • 0028908891 scopus 로고
    • Sleep-related vehicle accidents
    • Mar.
    • J. A. Horne and L. A. Reyner, "Sleep-related vehicle accidents", Brit. Med. J., vol. 310, no. 6979, pp. 565-567, Mar. 1995.
    • (1995) Brit. Med. J. , vol.310 , Issue.6979 , pp. 565-567
    • Horne, J.A.1    Reyner, L.A.2


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