메뉴 건너뛰기




Volumn 42, Issue 3, 2012, Pages 764-775

On-line detection of drowsiness using brain and visual information

Author keywords

Blinking analysis; cascading rules decision; drowsiness; electroencephalographic (EEG); electrooculographic (EOG); fuzzy logic

Indexed keywords

BLINKING ANALYSIS; CASCADING RULES DECISION; DROWSINESS; ELECTROENCEPHALOGRAPHIC (EEG); ELECTROOCULOGRAPHIC (EOG);

EID: 84860127261     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCA.2011.2164242     Document Type: Article
Times cited : (130)

References (35)
  • 1
    • 84860175702 scopus 로고    scopus 로고
    • The role of driver sleepiness in car crashes: A review of the epidemiological evidence
    • New York: Springer-Verlag
    • J. Connor, "The role of driver sleepiness in car crashes: A review of the epidemiological evidence," in Drugs, Driving and Traffic Safety. New York: Springer-Verlag, 2009, pp. 187-205.
    • (2009) Drugs, Driving and Traffic Safety , pp. 187-205
    • Connor, J.1
  • 3
    • 0032691275 scopus 로고    scopus 로고
    • Identification of driver state for lane-keeping tasks
    • Sep.
    • T. Pilutti and G. Ulsoy, "Identification of driver state for lane-keeping tasks," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 29, no. 5, pp. 486-502, Sep. 1999.
    • (1999) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.29 , Issue.5 , pp. 486-502
    • Pilutti, T.1    Ulsoy, G.2
  • 4
    • 85008002490 scopus 로고    scopus 로고
    • A probabilistic frame work formodeling and real-time monitoring human fatigue
    • Sep.
    • Q. Ji, P. Lan, and C. Looney, "A probabilistic frame work formodeling and real-time monitoring human fatigue," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 36, no. 5, pp. 862-875, Sep. 2006.
    • (2006) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.36 , Issue.5 , pp. 862-875
    • Ji, Q.1    Lan, P.2    Looney, C.3
  • 5
    • 84870249187 scopus 로고    scopus 로고
    • Monitoring drowsiness on-line using a single encephalographic channel
    • Rijeka, Croatia: IN-TECH
    • A. Picot, S. Charbonnier, and A. Caplier, "Monitoring drowsiness on-line using a single encephalographic channel," in Recent Advances in Biomedical Engineering. Rijeka, Croatia: IN-TECH, 2009, pp. 145-164.
    • (2009) Recent Advances in Biomedical Engineering , pp. 145-164
    • Picot, A.1    Charbonnier, S.2    Caplier, A.3
  • 6
    • 77957845040 scopus 로고    scopus 로고
    • Lane departure and drowsiness-Two major accident causes-One safety system
    • Berkshire, U.K., Tech. Rep.
    • G. Renner and S. Mehring, "Lane departure and drowsiness-Two major accident causes-One safety system," Transport Res. Lab., Berkshire, U.K., Tech. Rep., 1997.
    • (1997) Transport Res. Lab.
    • Renner, G.1    Mehring, S.2
  • 7
    • 0029887960 scopus 로고    scopus 로고
    • Sleepiness and performance of professional drivers in a truck simulator-Comparisons between day and night driving
    • Mar.
    • M. Gillberg, G. Kecklund, and T. Akerstedt, "Sleepiness and performance of professional drivers in a truck simulator-Comparisons between day and night driving," J. Sleep Res., vol. 5, no. 1, pp. 12-15, Mar. 1996.
    • (1996) J. Sleep Res. , vol.5 , Issue.1 , pp. 12-15
    • Gillberg, M.1    Kecklund, G.2    Akerstedt, T.3
  • 8
    • 77951198346 scopus 로고    scopus 로고
    • AWAKE Pilot Study No. 2: Testing steering grip sensor measures
    • Gatineau, QC, Canada, Tech. Rep. IST-2000-28062
    • A. Muzet, T. Pébayle, J. Langrognet, and S. Otmani, "AWAKE Pilot Study No. 2: Testing steering grip sensor measures," CEPA, Gatineau, QC, Canada, Tech. Rep. IST-2000-28062, 2003.
    • (2003) CEPA
    • Muzet, A.1    Pébayle, T.2    Langrognet, J.3    Otmani, S.4
  • 10
    • 0025429130 scopus 로고
    • Subjective and objective sleepiness in the active individual
    • May
    • T. Akerstedt and M. Gillberg, "Subjective and objective sleepiness in the active individual," Int. J. Neurosci., vol. 52, no. 1/2, pp. 29-37, May 1990.
    • (1990) Int. J. Neurosci. , vol.52 , Issue.1-2 , pp. 29-37
    • Akerstedt, T.1    Gillberg, M.2
  • 11
    • 18844457998 scopus 로고    scopus 로고
    • Effect of driving duration and partial sleep deprivation on subsequent alertness and performance of car drivers
    • Apr.
    • S. Otmani, T. Pebayle, J. Rogé, and A. Muzet, "Effect of driving duration and partial sleep deprivation on subsequent alertness and performance of car drivers," Physiol. Behav., vol. 84, no. 5, pp. 715-724, Apr. 2005.
    • (2005) Physiol. Behav. , vol.84 , Issue.5 , pp. 715-724
    • Otmani, S.1    Pebayle, T.2    Rogé, J.3    Muzet, A.4
  • 12
    • 0038311600 scopus 로고    scopus 로고
    • Experimental evaluation of eyeblink parameters as a drowsiness measure
    • May
    • P. Caffier, U. Erdmann, and P. Ullsperger, "Experimental evaluation of eyeblink parameters as a drowsiness measure," Eur. J. Appl. Physiol., vol. 89, no. 3/4, pp. 319-325, May 2003.
    • (2003) Eur. J. Appl. Physiol. , vol.89 , Issue.3-4 , pp. 319-325
    • Caffier, P.1    Erdmann, U.2    Ullsperger, P.3
  • 13
    • 38049089541 scopus 로고    scopus 로고
    • Blink parameter as indicators of driver's sleepiness-Possibilities and limitations
    • N. Galley, R. Schleicher, and L. Galley, "Blink parameter as indicators of driver's sleepiness-Possibilities and limitations," Vis. Veh., vol. 10, pp. 189-196, 2004.
    • (2004) Vis. Veh. , vol.10 , pp. 189-196
    • Galley, N.1    Schleicher, R.2    Galley, L.3
  • 14
    • 84860160661 scopus 로고    scopus 로고
    • Alertness states classification by SOM and LVQ neural networks
    • K. Ben Khalifa, M. Bédoui,M. Dogui, and F. Alexandre, "Alertness states classification by SOM and LVQ neural networks," Int. J. Inf. Technol., vol. 1, no. 4, pp. 228-231, 2004.
    • (2004) Int. J. Inf. Technol. , vol.1 , Issue.4 , pp. 228-231
    • Ben Khalifa, K.1    Bédoui, M.2    Dogui, M.3    Alexandre, F.4
  • 16
    • 60249085301 scopus 로고    scopus 로고
    • Application of adaptive neuro-fuzzy inference system for vigilance level estimation by using wavelet-entropy feature extraction
    • May
    • A. Yildiz, M. Akin, M. Poyraz, and G. Kirbas, "Application of adaptive neuro-fuzzy inference system for vigilance level estimation by using wavelet-entropy feature extraction," J. Expert Syst. Appl., vol. 36, no. 4, pp. 7390-7399, May 2009.
    • (2009) J. Expert Syst. Appl. , vol.36 , Issue.4 , pp. 7390-7399
    • Yildiz, A.1    Akin, M.2    Poyraz, M.3    Kirbas, G.4
  • 17
    • 51449109136 scopus 로고    scopus 로고
    • A partial least squares regression-based fusion model for predicting the trend in drowsiness
    • Sep.
    • H. Su and G. Zheng, "A partial least squares regression-based fusion model for predicting the trend in drowsiness," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 38, no. 5, pp. 1085-1092, Sep. 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.38 , Issue.5 , pp. 1085-1092
    • Su, H.1    Zheng, G.2
  • 18
    • 77957835854 scopus 로고    scopus 로고
    • Drowsiness detection based on visual signs: Blinking analysis based on high frame rate video
    • Austin, TX
    • A. Picot, A. Caplier, and S. Charbonnier, "Drowsiness detection based on visual signs: Blinking analysis based on high frame rate video," in Proc. IEEE Instrumen. Meas. Tech. Conf., Austin, TX, 2010, pp. 801-804.
    • (2010) Proc. IEEE Instrumen. Meas. Tech. Conf. , pp. 801-804
    • Picot, A.1    Caplier, A.2    Charbonnier, S.3
  • 19
    • 77951201333 scopus 로고    scopus 로고
    • Comparison between EOG and high frame rate camera for drowsiness detection
    • Snowbird, UT
    • A. Picot, A. Caplier, and S. Charbonier, "Comparison between EOG and high frame rate camera for drowsiness detection," in Proc. IEEE Workshop Appl. Comput. Vis., Snowbird, UT, 2009, pp. 1-6.
    • (2009) Proc. IEEE Workshop Appl. Comput. Vis. , pp. 1-6
    • Picot, A.1    Caplier, A.2    Charbonier, S.3
  • 20
    • 79961020366 scopus 로고    scopus 로고
    • Diagnostic fusion for in vehicle driver vigilance assessment
    • Seoul, Korea
    • S. Boverie, A. Giralt, and J.-M. L. Quellec, "Diagnostic fusion for in vehicle driver vigilance assessment," in Proc. 17th IFAC World Congr., Seoul, Korea, 2008, vol. 17, no. 1, pp. 12 825-12 830.
    • (2008) Proc. 17th IFAC World Congr. , vol.17 , Issue.1 , pp. 12825-12830
    • Boverie, S.1    Giralt, A.2    Quellec, J.-M.L.3
  • 23
    • 0345411302 scopus 로고    scopus 로고
    • Validation d'un nouveau système hybride de diagnostic de l'état de vigilance du conducteur
    • Jan.-Mar.
    • S. Khardi and N. Hernandez-Gress, "Validation d'un nouveau système hybride de diagnostic de l'état de vigilance du conducteur," Recherche-Transport-Sécurité, vol. 66, pp. 101-112, Jan.-Mar. 2000.
    • (2000) Recherche-Transport-Sécurité , vol.66 , pp. 101-112
    • Khardi, S.1    Hernandez-Gress, N.2
  • 24
    • 35348907365 scopus 로고    scopus 로고
    • A non-intrusive drowsiness related accident prediction model based on D-S evidence theory
    • Wuhan, China
    • H. Su and G. Zheng, "A non-intrusive drowsiness related accident prediction model based on D-S evidence theory," in Proc 1st Int. Conf. Bioinformat. Biomed. Eng., Wuhan, China, 2007, pp. 570-573.
    • (2007) Proc 1st Int. Conf. Bioinformat. Biomed. Eng. , pp. 570-573
    • Su, H.1    Zheng, G.2
  • 25
    • 84903862291 scopus 로고    scopus 로고
    • Psychological indicators based sleep onset prediction for the avoidance of driving accidents
    • Lyon, France
    • I. Damousis, I. Cester, S. Nikolaou, and D. Tzovaras, "Psychological indicators based sleep onset prediction for the avoidance of driving accidents," in Proc. 29th IEEE EMBS Conf., Lyon, France, 2007, pp. 6700-6705.
    • (2007) Proc. 29th IEEE EMBS Conf. , pp. 6700-6705
    • Damousis, I.1    Cester, I.2    Nikolaou, S.3    Tzovaras, D.4
  • 26
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • Apr.
    • J. Hanley and B. McNeil, "The meaning and use of the area under a receiver operating characteristic (ROC) curve," Radiol., vol. 143, no. 1, pp. 29-36, Apr. 1982.
    • (1982) Radiol. , vol.143 , Issue.1 , pp. 29-36
    • Hanley, J.1    McNeil, B.2
  • 28
    • 0034572056 scopus 로고    scopus 로고
    • Awareness during drowsiness: Dynamics and electrophysiological correlates
    • Dec.
    • S. Makeig, T.-P. Jung, and T. J. Sejnowski, "Awareness during drowsiness: Dynamics and electrophysiological correlates," Can. J. Exp. Psychol., vol. 54, no. 4, pp. 266-273, Dec. 2000.
    • (2000) Can. J. Exp. Psychol. , vol.54 , Issue.4 , pp. 266-273
    • Makeig, S.1    Jung, T.-P.2    Sejnowski, T.J.3
  • 32
    • 52749093021 scopus 로고    scopus 로고
    • Automatic EOG analysis: A first step toward automatic drowsiness scoring during wake sleep transitions
    • Sep.
    • H. Sharabaty, D. Esteve, and B. Jammes, "Automatic EOG analysis: A first step toward automatic drowsiness scoring during wake sleep transitions," Somnologie, vol. 12, no. 3, pp. 227-232, Sep. 2008.
    • (2008) Somnologie , vol.12 , Issue.3 , pp. 227-232
    • Sharabaty, H.1    Esteve, D.2    Jammes, B.3
  • 33
    • 33750623121 scopus 로고    scopus 로고
    • Behavioural reactivation and subjective assessment of the state of vigilance-Application to simulated car driving
    • A. Bonnefond, J. Rogé, and A. Muzet, "Behavioural reactivation and subjective assessment of the state of vigilance-Application to simulated car driving," Int. J. Occupat. Safety Ergonom., vol. 12, no. 3, pp. 221-229, 2006.
    • (2006) Int. J. Occupat. Safety Ergonom. , vol.12 , Issue.3 , pp. 221-229
    • Bonnefond, A.1    Rogé, J.2    Muzet, A.3
  • 34
    • 0000596361 scopus 로고
    • Note on the sampling error of the difference between correlated proportions or percentages
    • Jun.
    • Q. McNemar, "Note on the sampling error of the difference between correlated proportions or percentages," Psychometrika, vol. 12, no. 2, pp. 153-157, Jun. 1947.
    • (1947) Psychometrika , vol.12 , Issue.2 , pp. 153-157
    • McNemar, Q.1
  • 35
    • 84860148194 scopus 로고    scopus 로고
    • EOG-based drowsiness detection: Comparison between a fuzzy system and two supervised learning classifiers
    • Milano, Italy
    • A. Picot, S. Charbonnier, and A. Caplier, "EOG-based drowsiness detection: Comparison between a fuzzy system and two supervised learning classifiers," in Proc. 18th IFAC World Congr., Milano, Italy, 2011, pp. 1-6.
    • Proc. 18th IFAC World Congr. , vol.2011 , pp. 1-6
    • Picot, A.1    Charbonnier, S.2    Caplier, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.