메뉴 건너뛰기




Volumn 13, Issue 2, 2012, Pages 553-564

Processing of eye/head-tracking data in large-scale naturalistic driving data sets

Author keywords

Data processing; driver distraction; eye tracking; naturalistic data

Indexed keywords

AUTOMATIC DETECTION; DATA SETS; DETECTION TECHNOLOGY; DRIVER DISTRACTIONS; DRIVING SIMULATOR; EYE-TRACKING; FIELD DATA; HOLISTIC APPROACH; LARGE DATABASE; NATURALISTIC DATA; OPERATIONAL TEST; PRACTICAL ISSUES; SENSITIVITY AND SPECIFICITY; SIGNAL ENHANCEMENT;

EID: 84861888305     PISSN: 15249050     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITS.2011.2174786     Document Type: Article
Times cited : (69)

References (51)
  • 1
    • 83655195211 scopus 로고    scopus 로고
    • Distraction in commercial trucks and buses: Assessing prevalence and risk in conjunction with crashes and near-crashes
    • Washington, DC, FMCSA-RRR-10-049
    • J. S. Hickman, R. J. Hanowski, and J. Bocanegra, "Distraction in commercial trucks and buses: Assessing prevalence and risk in conjunction with crashes and near-crashes," Fed. Motor Carrier Safety Admin., Washington, DC, FMCSA-RRR-10-049, 2010.
    • (2010) Fed. Motor Carrier Safety Admin.
    • Hickman, J.S.1    Hanowski, R.J.2    Bocanegra, J.3
  • 2
    • 82455167306 scopus 로고    scopus 로고
    • The impact of driver inattention on near-crash/crash risk: An analysis using the 100-car naturalistic driving study data
    • Washington, DC, DOT HS 810 594
    • S. G. Klauer, T. A. Dingus, V. L. Neale, J. D. Sudweeks, and D. J. Ramsey, "The impact of driver inattention on near-crash/crash risk: An analysis using the 100-car naturalistic driving study data," Nat. Highway Traffic Safety Admin., Washington, DC, DOT HS 810 594, 2006.
    • (2006) Nat. Highway Traffic Safety Admin.
    • Klauer, S.G.1    Dingus, T.A.2    Neale, V.L.3    Sudweeks, J.D.4    Ramsey, D.J.5
  • 3
    • 79955957020 scopus 로고    scopus 로고
    • An analysis of driver inattention using a case-crossover approach on 100-car data: Final report
    • Washington, DC, DOT HS 811 334
    • S. G. Klauer, F. Guo, J. Sudweeks, and T. A. Dingus, "An analysis of driver inattention using a case-crossover approach on 100-car data: Final report," Nat. Highway Traffic Safety Admin., Washington, DC, DOT HS 811 334, 2010.
    • (2010) Nat. Highway Traffic Safety Admin.
    • Klauer, S.G.1    Guo, F.2    Sudweeks, J.3    Dingus, T.A.4
  • 4
    • 0030250090 scopus 로고    scopus 로고
    • Maintaining lane position with peripheral vision during in-vehicle tasks
    • DOI 10.1518/001872096778701944
    • H. Summala, T. Nieminen, and M. Punto, "Maintaining lane position with peripheral vision during in-vehicle tasks," Hum. Factors, vol. 38, no. 3, pp. 442-451, Sep. 1996. (Pubitemid 26338886)
    • (1996) Human Factors , vol.38 , Issue.3 , pp. 442-451
    • Summala, H.1    Nieminen, T.2    Punto, M.3
  • 5
    • 84861850223 scopus 로고    scopus 로고
    • Individual differences and in-vehicle distraction while driving: A test track study and psychometric evaluation
    • Seoul, Korea
    • L. Tijerina, E. B. Parmer, andM. J. Goodman, "Individual differences and in-vehicle distraction while driving: A test track study and psychometric evaluation," in Proc. 5th ITS World Congr., Seoul, Korea, 1999.
    • (1999) Proc. 5th ITS World Congr.
    • Tijerina, L.1    Parmer, E.B.2    Goodman, M.J.3
  • 6
    • 0032032052 scopus 로고    scopus 로고
    • Driving experience and time-sharing during in-car tasks on roads of different width
    • DOI 10.1080/001401398187080
    • A. S. Wikman, T. Nieminen, and H. Summala, "Driving experience and time-sharing during in-car tasks on roads of different width," Ergonomics, vol. 41, no. 3, pp. 358-372, Mar. 1998. (Pubitemid 28105147)
    • (1998) Ergonomics , vol.41 , Issue.3 , pp. 358-372
    • Wikman, A.-S.1    Nieminen, T.2    Summala, H.3
  • 7
    • 0001079343 scopus 로고
    • Safety aspects of CRT touch panel controls in automobiles
    • presented at the Nottingham, U.K.
    • H. T. Zwahlen, C. Adams, and D. DeBald, "Safety aspects of CRT touch panel controls in automobiles," presented at the Conf. Vision Vehicles II, Nottingham, U.K., 1988.
    • (1988) Conf. Vision Vehicles II
    • Zwahlen, H.T.1    Adams, C.2    DeBald, D.3
  • 9
    • 19744380478 scopus 로고    scopus 로고
    • Effects of visual and cognitive load in real and simulated motorway driving
    • DOI 10.1016/j.trf.2005.04.012, PII S1369847805000185
    • J. Engström, E. Johansson, and J. Östlund, "Effects of visual and cognitive load in real and simulated motorway driving," Transp. Res. Part F: Traffic Psychol. Behaviour, vol. 8, no. 2, pp. 97-120, Mar. 2005. (Pubitemid 40743933)
    • (2005) Transportation Research Part F: Traffic Psychology and Behaviour , vol.8 , Issue.2 SPEC. ISS. , pp. 97-120
    • Engstrom, J.1    Johansson, E.2    Ostlund, J.3
  • 10
    • 0034151858 scopus 로고    scopus 로고
    • Effects of verbal and spatial-imagery tasks on eye fixations while driving
    • Mar.
    • M. A. Recarte and L. M. Nunes, "Effects of verbal and spatial-imagery tasks on eye fixations while driving," J. Exp. Psychol.: Appl., vol. 6, no. 1, pp. 31-43, Mar. 2000.
    • (2000) J. Exp. Psychol.: Appl. , vol.6 , Issue.1 , pp. 31-43
    • Recarte, M.A.1    Nunes, L.M.2
  • 12
    • 53349142655 scopus 로고    scopus 로고
    • Effects of cognitive load presence and duration on driver eye movements and event detection performance
    • Nov.
    • M. L. Reyes and J. D. Lee, "Effects of cognitive load presence and duration on driver eye movements and event detection performance," Transp. Res. Part F: Traffic Psychol. Behaviour, vol. 11, no. 6, pp. 391-402, Nov. 2008.
    • (2008) Transp. Res. Part F: Traffic Psychol. Behaviour , vol.11 , Issue.6 , pp. 391-402
    • Reyes, M.L.1    Lee, J.D.2
  • 13
    • 84982942327 scopus 로고    scopus 로고
    • Defining driver distraction
    • M. A. Regan, J. D. Lee, and K. Young, Eds. London, U.K.: CRC
    • J. D. Lee, K. L. Young, and M. A. Regan, "Defining driver distraction," in Driver Distraction: Theory, Effect and Mitigation, M. A. Regan, J. D. Lee, and K. Young, Eds. London, U.K.: CRC, 2009, pp. 31-40.
    • (2009) Driver Distraction: Theory, Effect and Mitigation , pp. 31-40
    • Lee, J.D.1    Young, K.L.2    Regan, M.A.3
  • 14
    • 79958194142 scopus 로고    scopus 로고
    • Driver distraction and driver inattention: Definition, relationship and taxonomy
    • Sep.
    • M. A. Regan, C. Hallett, and C. P. Gordon, "Driver distraction and driver inattention: Definition, relationship and taxonomy," Accid. Anal. Prev., vol. 43, no. 5, pp. 1771-1781, Sep. 2011.
    • (2011) Accid. Anal. Prev. , vol.43 , Issue.5 , pp. 1771-1781
    • Regan, M.A.1    Hallett, C.2    Gordon, C.P.3
  • 17
    • 34247505580 scopus 로고    scopus 로고
    • Safety implications of providing real-time feedback to distracted drivers
    • DOI 10.1016/j.aap.2006.10.003, PII S0001457506001783
    • B. Donmez, L. N. Boyle, and J. D. Lee, "Safety implications of providing real-time feedback to distracted drivers," Accid. Anal. Prev., vol. 39, no. 3, pp. 581-590, May 2007. (Pubitemid 46659840)
    • (2007) Accident Analysis and Prevention , vol.39 , Issue.3 , pp. 581-590
    • Donmez, B.1    Boyle, L.N.2    Lee, J.D.3
  • 18
    • 33845942804 scopus 로고    scopus 로고
    • The impact of distraction mitigation strategies on driving performance
    • DOI 10.1518/001872006779166415
    • B. Donmez, L. Ng Boyle, and J. D. Lee, "The impact of distraction mitigation strategies on driving performance," Hum. Factors, vol. 48, no. 1, pp. 785-804, 2006. (Pubitemid 46036206)
    • (2006) Human Factors , vol.48 , Issue.4 , pp. 785-804
    • Donmez, B.1    Boyle, L.N.2    Lee, J.D.3
  • 19
    • 33746440609 scopus 로고    scopus 로고
    • Modeling drivers' visual attention allocation while interacting with in-vehicle technologies
    • DOI 10.1037/1076-898X.12.2.67
    • W. J. Horrey, C. D. Wickens, and K. P. Consalus, "Modeling drivers' visual attention allocation while interacting with in-vehicle technologies," J. Exp. Psychol.: Appl., vol. 12, no. 2, pp. 67-78, Jun. 2006. (Pubitemid 44128291)
    • (2006) Journal of Experimental Psychology: Applied , vol.12 , Issue.2 , pp. 67-78
    • Horrey, W.J.1    Wickens, C.D.2    Consalus, K.P.3
  • 20
    • 33845946535 scopus 로고    scopus 로고
    • Identification of real-time diagnostic measures of visual distraction with an automatic eye-tracking system
    • DOI 10.1518/001872006779166307
    • H. Zhang, M. R. H. Smith, and G. J. Witt, "Identification of real-time diagnostic measures of visual distraction with an automatic eye-tracking system," Hum. Factors, vol. 48, no. 4, pp. 805-821, 2006. (Pubitemid 46036207)
    • (2006) Human Factors , vol.48 , Issue.4 , pp. 805-821
    • Zhang, H.1    Smith, M.R.H.2    Witt, G.J.3
  • 22
    • 84859704490 scopus 로고    scopus 로고
    • Issues related to the driver distraction detection algorithm attend
    • presented at the 1st Gothenburg, Sweden
    • K. Kircher and C. Ahlstrom, "Issues related to the driver distraction detection algorithm attend," presented at the 1st Int. Conf. Driver Distraction Inattention, Gothenburg, Sweden, 2009.
    • (2009) Int. Conf. Driver Distraction Inattention
    • Kircher, K.1    Ahlstrom, C.2
  • 23
    • 84889721820 scopus 로고    scopus 로고
    • euroFOT, Oct. 5, [Online]. Available
    • euroFOT, Oct. 5, 2011. [Online]. Available: http://www.eurofot-ip.eu
    • (2011)
  • 24
    • 84889698854 scopus 로고    scopus 로고
    • SHRP2 Oct. 5, [Online]. Available
    • SHRP2, Oct. 5, 2011. [Online]. Available: http://www.trb.org/shrp2
    • (2011)
  • 25
    • 77949331734 scopus 로고    scopus 로고
    • In the eye of the beholder: A survey of models for eyes and gaze
    • Mar.
    • D. W. Hansen and Q. Ji, "In the eye of the beholder: A survey of models for eyes and gaze," IEEE Trans. Pattern Anal. Mach. Intell., vol. 32, no. 3, pp. 478-500, Mar. 2010.
    • (2010) IEEE Trans. Pattern Anal. Mach. Intell. , vol.32 , Issue.3 , pp. 478-500
    • Hansen, D.W.1    Ji, Q.2
  • 26
    • 79952529823 scopus 로고    scopus 로고
    • Comparison of eye tracking systems with one and three cameras
    • Eindhoven, The Netherlands
    • C. Ahlstrom and T. Dukic, "Comparison of eye tracking systems with one and three cameras," in Proc. 7th Int. Conf. Measuring Behaviour, Eindhoven, The Netherlands, 2010, pp. 196-199.
    • (2010) Proc. 7th Int. Conf. Measuring Behaviour , pp. 196-199
    • Ahlstrom, C.1    Dukic, T.2
  • 27
    • 77956220369 scopus 로고    scopus 로고
    • Kernel density estimation via diffusion
    • Oct.
    • Z. I. Botev, J. F. Grotowski, and D. P. Kroese, "Kernel density estimation via diffusion," Ann. Statist., vol. 38, no. 5, pp. 2916-2957, Oct. 2010.
    • (2010) Ann. Statist. , vol.38 , Issue.5 , pp. 2916-2957
    • Botev, Z.I.1    Grotowski, J.F.2    Kroese, D.P.3
  • 29
    • 0034592439 scopus 로고    scopus 로고
    • Identifying fixations and saccades in eye tracking protocols
    • Palm Beach Gardens, FL
    • D. D. Salvucci and J. H. Goldberg, "Identifying fixations and saccades in eye tracking protocols," in Proc. Eye Tracking Res. Appl. Symp., Palm Beach Gardens, FL, 2000, pp. 71-78.
    • (2000) Proc. Eye Tracking Res. Appl. Symp. , pp. 71-78
    • Salvucci, D.D.1    Goldberg, J.H.2
  • 30
    • 77952524918 scopus 로고    scopus 로고
    • An adaptive algorithm for fixation, saccade, and glissade detection in eyetracking data
    • Feb.
    • M. Nystrom and K. Holmqvist, "An adaptive algorithm for fixation, saccade, and glissade detection in eyetracking data," Behav. Res. Methods, vol. 42, no. 1, pp. 188-204, Feb. 2010.
    • (2010) Behav. Res. Methods , vol.42 , Issue.1 , pp. 188-204
    • Nystrom, M.1    Holmqvist, K.2
  • 31
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedures
    • Jul.
    • A. Savitzky and M. J. E. Golay, "Smoothing and differentiation of data by simplified least squares procedures," Anal. Chem., vol. 36, no. 8, pp. 1627-1639, Jul. 1964.
    • (1964) Anal. Chem. , vol.36 , Issue.8 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.E.2
  • 32
    • 33751043927 scopus 로고    scopus 로고
    • Widget library for gaze-based interaction elements
    • San Diego, CA
    • W. A. Beinhauer, "Widget library for gaze-based interaction elements," in Proc. ETRA Symp., San Diego, CA, 2006, p. 53.
    • (2006) Proc. ETRA Symp. , pp. 53
    • Beinhauer, W.A.1
  • 34
    • 0019352064 scopus 로고
    • Dynamics of head movement trajectories: Main sequence relationship
    • DOI 10.1016/0014-4886(81)90072-8
    • W. H. Zangemeister, A. Jones, and L. Stark, "Dynamics of head movement trajectories: Main sequence relationship," Exp. Neurol., vol. 71, no. 1, pp. 76-91, Jan. 1981. (Pubitemid 11213123)
    • (1981) Experimental Neurology , vol.71 , Issue.1 , pp. 76-91
    • Zangemeister, W.H.1    Jones, A.2    Stark, L.3
  • 37
    • 0026608132 scopus 로고
    • An algorithm separating saccadic from nonsaccadic eye movements automatically by use of the acceleration signal
    • May
    • F. Behrens and L. R. Weiss, "An algorithm separating saccadic from nonsaccadic eye movements automatically by use of the acceleration signal," Vis. Res., vol. 32, no. 5, pp. 889-893, May 1992.
    • (1992) Vis. Res. , vol.32 , Issue.5 , pp. 889-893
    • Behrens, F.1    Weiss, L.R.2
  • 38
    • 0001327288 scopus 로고
    • Eye movement-based human-computer interaction techniques: Toward non-command interfaces
    • H. R. Hartson and D. Hix, Eds. Norwood, NJ: Ablex
    • R. J. K. Jacob, "Eye movement-based human-computer interaction techniques: Toward non-command interfaces," in Advances in Human-Computer Interaction, H. R. Hartson and D. Hix, Eds. Norwood, NJ: Ablex, 1993, pp. 151-190.
    • (1993) Advances in Human-Computer Interaction , pp. 151-190
    • Jacob, R.J.K.1
  • 40
    • 33751247311 scopus 로고    scopus 로고
    • Eye-tracker data filtering using pulse coupled neural network
    • Montréal, QC, Canada, 91Lst-Page
    • S. Chartier and P. Renaud, "Eye-tracker data filtering using pulse coupled neural network," in Proc. 17th IASTED Int. Conf. Modelling Simul., Montréal, QC, Canada, 2006, p. 91Lst-Page :96.
    • (2006) Proc. 17th IASTED Int. Conf. Modelling Simul. , vol.96
    • Chartier, S.1    Renaud, P.2
  • 42
    • 16344367718 scopus 로고    scopus 로고
    • Quantile smoothing of array CGH data
    • DOI 10.1093/bioinformatics/bti148
    • P. H. Eilers and R. X. de Menezes, "Quantile smoothing of array CGH data," Bioinformatics, vol. 21, no. 7, pp. 1146-1153, Apr. 1, 2005. (Pubitemid 40467939)
    • (2005) Bioinformatics , vol.21 , Issue.7 , pp. 1146-1153
    • Eilers, P.H.C.1    De Menezes, R.X.2
  • 46
    • 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. 30, 1994. (Pubitemid 24225362)
    • (1994) Nature , vol.369 , Issue.6483 , pp. 742-744
    • Land, M.F.1    Lee, D.N.2
  • 47
    • 77950329450 scopus 로고    scopus 로고
    • An online noise filter for eye-tracker data recorded in a virtual environment
    • Savannah, GA
    • S. Chartier and P. Renaud, "An online noise filter for eye-tracker data recorded in a virtual environment," in Proc. Symp. Eye Tracking Res. Appl., Savannah, GA, 2008, pp. 153-156.
    • (2008) Proc. Symp. Eye Tracking Res. Appl. , pp. 153-156
    • Chartier, S.1    Renaud, P.2
  • 48
    • 79958144996 scopus 로고    scopus 로고
    • Driver inattention monitoring system for intelligent vehicles: A review
    • Jun.
    • Y. C. Dong, Z. C. Hu, K. Uchimura, and N.Murayama, "Driver inattention monitoring system for intelligent vehicles: A review," IEEE Trans. Intell. Transp. Syst., vol. 12, no. 2, pp. 596-614, Jun. 2011.
    • (2011) IEEE Trans. Intell. Transp. Syst. , vol.12 , Issue.2 , pp. 596-614
    • Dong, Y.C.1    Hu, Z.C.2    Uchimura, K.3    Murayama, N.4
  • 50
    • 77953122448 scopus 로고    scopus 로고
    • Head pose estimation and augmented reality tracking: An integrated system and evaluation for monitoring driver awareness
    • Jun.
    • E. Murphy-Chutorian and M. M. Trivedi, "Head pose estimation and augmented reality tracking: An integrated system and evaluation for monitoring driver awareness," IEEE Trans. Intell. Transp. Syst., vol. 11, no. 2, pp. 300-311, Jun. 2010.
    • (2010) IEEE Trans. Intell. Transp. Syst. , vol.11 , Issue.2 , pp. 300-311
    • Murphy-Chutorian, E.1    Trivedi, M.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.