메뉴 건너뛰기




Volumn 12, Issue 7, 2012, Pages 2416-2422

Driver alertness monitoring using fusion of facial features and bio-signals

Author keywords

Android based smartphone; dynamic Bayesian network; fatigue; features fusion; photoplethysmograph

Indexed keywords

BIOSIGNALS; CURRENT DRIVING; DISCRETE METHOD; DRIVER BEHAVIOR; DRIVER DROWSINESS; DRIVER FATIGUE; DRIVER SAFETY; DYNAMIC BAYESIAN NETWORKS; FACIAL FEATURE; FATIGUE DETECTION; MONITORING SYSTEM; MULTIPLE FEATURES; PHOTOPLETHYSMOGRAPH; SENSORY DATA; VIDEO SENSORS;

EID: 84861898531     PISSN: 1530437X     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSEN.2012.2190505     Document Type: Article
Times cited : (151)

References (30)
  • 1
    • 33846644124 scopus 로고    scopus 로고
    • A survey of sensor network applications
    • Aug.
    • N. Xu, "A survey of sensor network applications," IEEE Commun. Mag., vol. 40, no. 8, pp. 1-9, Aug. 2002.
    • (2002) IEEE Commun. Mag. , vol.40 , Issue.8 , pp. 1-9
    • Xu, N.1
  • 2
    • 84910601705 scopus 로고    scopus 로고
    • Application of sensor networks
    • Friedrich-Alexander-Univ. Erlangen-Nuremberg, Nuremberg, Germany, May
    • M. Ying, "Application of sensor networks," Dept. Comput. Sci., Friedrich-Alexander-Univ. Erlangen-Nuremberg, Nuremberg, Germany, May 2005.
    • (2005) Dept. Comput. Sci.
    • Ying, M.1
  • 3
    • 84861848153 scopus 로고    scopus 로고
    • A fuzzy control massage seat for awaking drowsy drivers
    • Bangkok, Thailand
    • R. L. Lai and C. L. Liu, "A fuzzy control massage seat for awaking drowsy drivers," in Proc. 7th Ind. Eng. Manage. Syst. Conf., Bangkok, Thailand, 2006, pp. 618-623.
    • (2006) Proc. 7th Ind. Eng. Manage. Syst. Conf. , pp. 618-623
    • Lai, R.L.1    Liu, C.L.2
  • 5
    • 84861848151 scopus 로고    scopus 로고
    • Development of system for comprehensively measuring driving ability for elderly safe driving
    • Yokohama, Japan, May
    • T. Kasukabe, M. Hiraoka, O. Yamamoto, M. Yamada, and T. Nakano, "Development of system for comprehensively measuring driving ability for elderly safe driving," in Proc. Conf. Mach. Vis. Appl., Yokohama, Japan, May 2009, pp. 443-446.
    • (2009) Proc. Conf. Mach. Vis. Appl. , pp. 443-446
    • Kasukabe, T.1    Hiraoka, M.2    Yamamoto, O.3    Yamada, M.4    Nakano, T.5
  • 6
    • 77953120268 scopus 로고    scopus 로고
    • Driver behavior analysis during ACC activation and deactivation in a real traffic environment
    • Jun.
    • J. Pauwelussen and P. J. Feenstra, "Driver behavior analysis during ACC activation and deactivation in a real traffic environment," IEEE Trans. Intell. Transport. Syst., vol. 11, no. 2, pp. 329-338, Jun. 2010.
    • (2010) IEEE Trans. Intell. Transport. Syst. , vol.11 , Issue.2 , pp. 329-338
    • Pauwelussen, J.1    Feenstra, P.J.2
  • 7
    • 70350292679 scopus 로고    scopus 로고
    • A novel driving pattern recognition and status monitoring system
    • Hsinchu, Taiwan, Dec.
    • J. D. Lee, J. D. Li, L. C. Liu, and C. M. Chen, "A novel driving pattern recognition and status monitoring system," in Proc. Pacific-Rim Symp. Image Video Technol., Hsinchu, Taiwan, Dec. 2006, pp. 504-512.
    • (2006) Proc. Pacific-Rim Symp. Image Video Technol. , pp. 504-512
    • Lee, J.D.1    Li, J.D.2    Liu, L.C.3    Chen, C.M.4
  • 8
    • 75849121946 scopus 로고    scopus 로고
    • Detecting driver's drowsiness using multiwavelet packet energy spectrum
    • Tianjin, China, Oct.
    • S. F. Zhao, G. H. Xu, and T. F. Tao, "Detecting driver's drowsiness using multiwavelet packet energy spectrum," in Proc. Int. Congr. Image Signal Process., Tianjin, China, Oct. 2009, pp. 1-5.
    • (2009) Proc. Int. Congr. Image Signal Process. , pp. 1-5
    • Zhao, S.F.1    Xu, G.H.2    Tao, T.F.3
  • 9
    • 84861877349 scopus 로고    scopus 로고
    • Video sensor based eye tracking and blink detection to automated drowsy driving warning system using image processing
    • Perth, Australia, Jul.
    • Y. S. Lee and W. Y. Chung, "Video sensor based eye tracking and blink detection to automated drowsy driving warning system using image processing," in Proc. 13th Int. Meet. Chem. Sensors, Perth, Australia, Jul. 2010, p. 358.
    • (2010) Proc. 13th Int. Meet. Chem. Sensors , pp. 358
    • Lee, Y.S.1    Chung, W.Y.2
  • 11
    • 77957958016 scopus 로고    scopus 로고
    • Recognition of multiple drivers' emotional state
    • Tampa, FL, Dec.
    • J. Wang and Y. Gong, "Recognition of multiple drivers' emotional state," in Proc. 19th Int. Conf. Pattern Recognit., Tampa, FL, Dec. 2008, pp. 1-4.
    • (2008) Proc. 19th Int. Conf. Pattern Recognit. , pp. 1-4
    • Wang, J.1    Gong, Y.2
  • 12
    • 79951934829 scopus 로고    scopus 로고
    • Real time car driver's condition monitoring system
    • Nov.
    • H. S. Shin, S. J. Jung, J. J. Kim, and W. Y. Chung, "Real time car driver's condition monitoring system," in Proc. IEEE Sensors, Nov. 2010, pp. 951-954.
    • (2010) Proc. IEEE Sensors , pp. 951-954
    • Shin, H.S.1    Jung, S.J.2    Kim, J.J.3    Chung, W.Y.4
  • 14
    • 79551532116 scopus 로고    scopus 로고
    • Driver drowsiness classification using fuzzy wavelet-packet-based featureextraction algorithm
    • Jan.
    • R. N. Khushaba, S. Kodagoda, S. Lal, and G. Dissanayake, "Driver drowsiness classification using fuzzy wavelet-packet-based featureextraction algorithm," IEEE Trans. Biomed. Eng., vol. 58, no. 1, pp. 121-131, Jan. 2011.
    • (2011) IEEE Trans. Biomed. Eng. , vol.58 , Issue.1 , pp. 121-131
    • Khushaba, R.N.1    Kodagoda, S.2    Lal, S.3    Dissanayake, G.4
  • 15
    • 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, and S. F. Liang, "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
  • 16
    • 77954615542 scopus 로고    scopus 로고
    • Detection of fatigue vehicular driver using skin conductance and oximetry pulse: A neural network approach
    • M. M. Bundele and R. Banerjee, "Detection of fatigue vehicular driver using skin conductance and oximetry pulse: A neural network approach," in Proc. 11th Int. Conf. Inf. Integr. Web-Based Appl. Serv., 2009, pp. 739-744.
    • (2009) Proc. 11th Int. Conf. Inf. Integr. Web-Based Appl. Serv. , pp. 739-744
    • Bundele, M.M.1    Banerjee, R.2
  • 17
    • 77549086087 scopus 로고    scopus 로고
    • A driver fatigue recognition model based on information fusion and dynamic Bayesian network
    • May
    • G. S. Yang, Y. Z. Lin, and P. Bhattacharya, "A driver fatigue recognition model based on information fusion and dynamic Bayesian network," Int. J. Inf. Sci., vol. 180, no. 10, pp. 1942-1954, May 2010.
    • (2010) Int. J. Inf. Sci. , vol.180 , Issue.10 , pp. 1942-1954
    • Yang, G.S.1    Lin, Y.Z.2    Bhattacharya, P.3
  • 19
    • 61849137270 scopus 로고    scopus 로고
    • A noninvasive system for evaluating driver vigilance level examining both physiological and mechanical data
    • Mar.
    • A. Giusti, C. Zocchi, and A. Rovetta, "A noninvasive system for evaluating driver vigilance level examining both physiological and mechanical data," IEEE Trans. Intell. Transport. Syst., vol. 10, no. 1, pp. 127-134, Mar. 2009.
    • (2009) IEEE Trans. Intell. Transport. Syst. , vol.10 , Issue.1 , pp. 127-134
    • Giusti, A.1    Zocchi, C.2    Rovetta, A.3
  • 20
    • 84861888958 scopus 로고    scopus 로고
    • Analysis of driver impairment, fatigue, and drowsiness and an unobstrusive vehicle-based detection scheme
    • Dec.
    • A. Eskandarian and R. A. Sayed, "Analysis of driver impairment, fatigue, and drowsiness and an unobstrusive vehicle-based detection scheme," in Proc. 1st Int. Conf. Traffic Accidents, Dec. 2005, pp. 35-49.
    • (2005) Proc. 1st Int. Conf. Traffic Accidents , pp. 35-49
    • Eskandarian, A.1    Sayed, R.A.2
  • 21
    • 34249865344 scopus 로고    scopus 로고
    • Real-time detection of driver cognitive distraction using support vector machines
    • DOI 10.1109/TITS.2007.895298
    • Y. L. Liang, M. L. Reyes, and J. D. Lee, "Real-time detection of driver cognitive distraction using support vector machines," IEEE Trans. Intell. Transport. 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
  • 24
    • 84861866362 scopus 로고    scopus 로고
    • Google android: A state-of-the-art review of security mechanisms
    • A. Shabtai, Y. Fledel, U. Kanonov, Y. Elovici, and S. Dolev, "Google android: A state-of-the-art review of security mechanisms," Comput. Inf. Sci., vol. 126, no. 8950, pp. 1-42, 2009.
    • (2009) Comput. Inf. Sci. , vol.126 , Issue.8950 , pp. 1-42
    • Shabtai, A.1    Fledel, Y.2    Kanonov, U.3    Elovici, Y.4    Dolev, S.5
  • 25
    • 84861848159 scopus 로고    scopus 로고
    • Achro HD [Online] Available
    • Achro HD [Online]. Available: http://huins.com/en/m12.php?m=rd&no=100
  • 26
    • 84861844279 scopus 로고    scopus 로고
    • Achro PC100 [Online]. Available
    • Achro PC100 [Online]. Available: http://huins.com/en/m12.php?m=rd&no= 101
  • 27
    • 57849111413 scopus 로고    scopus 로고
    • Enhanced active shape model for facial feature localization
    • Jul.
    • Z. L. Zheng and F. Yang, "Enhanced active shape model for facial feature localization," in Proc. Int. Conf. Mach. Learn. Cybern., Jul. 2008, pp. 2841-2845.
    • (2008) Proc. Int. Conf. Mach. Learn. Cybern. , pp. 2841-2845
    • Zheng, Z.L.1    Yang, F.2
  • 29
    • 76749148166 scopus 로고    scopus 로고
    • Drowsy driving detection based on human pulse wave by photoplethysmography signal processing
    • H. Park, S. Oh, and M. Hahn, "Drowsy driving detection based on human pulse wave by photoplethysmography signal processing," in Proc. 3rd Int. Univer. Commun. Symp., 2009, pp. 89-92.
    • (2009) Proc. 3rd Int. Univer. Commun. Symp. , pp. 89-92
    • Park, H.1    Oh, S.2    Hahn, M.3
  • 30
    • 78751537696 scopus 로고    scopus 로고
    • A perclos-based driver fatigue recognition application for smart vehicle space
    • Oct.
    • Q. Wu, B. X. Sun, B. Xie, and J. J. Zhao, "A perclos-based driver fatigue recognition application for smart vehicle space," in Proc. 3rd Int. Symp. Inf. Process., Oct. 2010, pp. 437-441.
    • (2010) Proc. 3rd Int. Symp. Inf. Process. , pp. 437-441
    • Wu, Q.1    Sun, B.X.2    Xie, B.3    Zhao, J.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.