TREAT J R,TUMBAS N S,MCDONALD S T,et al.Tri-level Study of the Causes of Traffic Accidents:Final Report—Executive Summary[R].Washington DC:NHTSA,1979.
[2]
ELANDER J,WEST R,FRENCH D.Behavioral Correlates of Individual Differences in Road-traffic Crash Risk:An Examination of Methods and Findings[J].Psychological Bulletin,1993,113(2):279-294.
[3]
RANNEY T A.Models of Driving Behavior:A Review of Their Evolution[J].Accident Analysis & Prevention,1994,26(6):733-750.
[4]
DONG Y,HU Z,UCHIMURA K,et al.Driver Inattention Monitoring System for Intelligent Vehicles:A Review[J].IEEE Transactions on Intelligent Transportation Systems,2011,12(2):596-614.
[5]
JACOB R J K,KARN K S.Eye Tracking in Human-computer Interaction and Usability Research:Ready to Deliver the Promises[M] //RADACH R,HYONA J,DEUBEL H.The Mind's Eye:Cognitive and Applied Aspects of Eye Movement Research.Amsterdam:Elsevier Science,2003:573-605.
[6]
WILLIAMSON A,LOMBARDI D A,FOLKARD S,et al.The Link Between Fatigue and Safety[J].Accident Analysis & Prevention,2011,43(2):498-515.
[7]
HAWORTH N L,TRIGGS T J,GREY E M.Driver Fatigue:Concepts,Measurement and Crash Countermeasures[R].Canberra:Federal Office of Road Safety,1988.
[8]
LAL S K L,CRAIG A.A Critical Review of the Psychophysiology of Driver Fatigue[J].Biological Psychology,2001,55(3):173-194.
[9]
郑 培,宋正河,周一鸣.基于 PERCLOS的机动车驾驶员驾驶疲劳的识别算法[J].中国农业大学学报,2002,7(2):104-109. ZHENG Pei,SONG Zheng-he,ZHOU Yi-ming.PERCLOS-based Recognition Algorithms of Motor Driver Fatigue[J].Journal of China Agricultural University,2002,7(2):104-109.
[10]
毛 喆,初秀民,严新平,等.汽车驾驶员驾驶疲劳监测技术研究进展[J].中国安全科学学报,2005,15(3):108-112. MAO Zhe,CHU Xiu-min,YAN Xin-ping,et al. Advances of Fatigue Detecting Technology for Drivers[J].China Safety Science Journal,2005,15(3):108-112.
[11]
郑 培,宋正河,周一鸣.机动车驾驶员驾驶疲劳测评方法的研究状况及发展趋势[J].中国农业大学学报,2001,6(6):101-105. ZHENG Pei,SONG Zheng-he,ZHOU Yi-ming.Study Situation and Developing Trend on Detecting and Evaluating Techniques of Motor Driver Fatigue[J].Journal of China Agricultural University,2001,6(6):101-105.
[12]
JI Q,ZHU Z,LAN P.Real-time Nonintrusive Monitoring and Prediction of Driver Fatigue[J].IEEE Transactions on Vehicular Technology,2004,53(4):1052-1068.
[13]
LUCKIESH M,MOSS F.Light,Vision and Seeing:A Simplified Presentation of Their Relationships and Their Importance in Human Efficiency and Welfare[M].New York:D.Van Nostrand Company,1944.
[14]
HAIDER E,ROHMERT W.Examination of Blinking-rate in a Simulated Four Hour Driving Task[J].European Journal of Applied Physiology and Occupational Physiology,1976,35(2):137-147.
[15]
PFAFF U,FRUHSTORFER H,PETER J H.Changes in Eye-blink Duration and Frequency During Car Driving[J].Pflügers Archiv—European Journal of Physiology,1976(83):R21.
[16]
STERN J A,BOYER D,SCHROEDER D.Blink Rate:A Possible Measure of Fatigue[J].Human Factors:The Journal of the Human Factors and Ergonomics Society,1994,36(2):285-297.
[17]
STERN J A,BOYER D,SCHROEDER D J,et al.Blinks,Saccades,and Fixation Pauses During Vigilance Task Performance:I.Time on Task[R].Washington DC:Federal Aviation Administration,1994.
[18]
STERN J A,BOYER D J,SCHROEDER D J,et al.Blinks,Saccades,and Fixation Pauses During Vigilance Task Performance:II.Gender and Time of Day[R].Washington DC:Federal Aviation Administration,1996.
[19]
ERIKSSON M,PAPANIKOTOPOULOS N P.Eye-tracking for Detection of Driver Fatigue[C] //IEEE. Proceedings of the IEEE Conference on Intelligent Transportation System.New York: IEEE,1997:314-319.
[20]
Washington University.Warning System for Fatigued Drivers Nearing Reality with New Eye Data[EB/OL].(1999-07-27)[2014-06-29].http://www.sciencedaily.com/releases/1999/07/990727072510.htm.
[21]
李志春,何 仁,林谋有,等.驾驶员疲劳检测技术的研究现状及发展趋势[J].农机化研究,2006(5):197-199. LI Zhi-chun,HE Ren,LIN Mou-you,et al.Study Situation and Developing Trend on Detecting Technology of Motor Driver's Fatigue[J].Journal of Agricultural Mechanization Research,2006(5):197-199.
[22]
WIERWILLE W W,WREGGIT S S,KIRN C L,et al.Research on Vehicle-based Driver Status/Performance Monitoring; Development,Validation,and Refinement of Algorithms for Detection of Driver Drowsiness[R].Washington DC:National Highway Traffic Safety Administration,1994.
[23]
DINGES D F,GRACE R.Perclos:A Valid Psychophysiological Measure of Alertness as Assessed by Psychomotor Vigilance[R].Washington DC:Federal Highway Administration,1998.
[24]
DINGES D F,MALLIS M M,MAISLIN G,et al.Evaluation of Techniques for Ocular Measurement as an Index of Fatigue and the Basis for Alertness Management[R].Washington DC:Federal Highway Administration,1998.
[25]
BERGASA L M,NUEVO J,SOTELO M A,et al.Real-time System for Monitoring Driver Vigilance[J].IEEE Transactions on Intelligent Transportation Systems,2006,7(1):63-77.
[26]
潘晓东,宋永朝,杨 轸,等.基于视觉负荷的公路隧道进出口环境改善范围[J].同济大学学报:自然科学版,2009,37(6):777-780. PAN Xiao-dong,SONG Yong-chao,YANG Zhen,et al.Visual Environment Improving Scope at Entrance and Exit of Highway Tunnel Based on Visual Load[J]. Journal of Tongji University:Natural Science,2009,37(6):777-780.
[27]
DU Z,HUANG F,PAN X.Analysis on Fixation Distribution Characteristics of Drivers in Long Freeway Tunnels[C] //YAN X,YI P,ZHU D,et al.Proceedings of ICTIS 2013:Improving Multimodal Transportation Systems—Information,Safety,and Integration.Reston:ASCE,2013: 1251-1261.
[28]
胡江碧,李 然,马 勇.高速公路隧道入口段照明安全阈值评价方法[J].中国公路学报,2014,27(3):92-99. HU Jiang-bi,LI Ran,MA Yong.Safety Threshold Evaluation Method for Expressway Tunnel Lighting in Entrance Section[J].China Journal of Highway and Transport,2014,27(3):92-99.
[29]
KIRCHER K,AHLSTROM C.The Impact of Tunnel Design and Lighting on the Performance of Attentive and Visually Distracted Drivers[J].Accident Analysis & Prevention,2012,47:153-161.
[30]
LOPEZ-VICTORIA E.Tunnel Road Safety:A Look at Older Drivers' Performance and Sight Impairment[D].San Luis Obispo:California Polytechnic State University,2014.
[31]
NHTSA.What Is Distracted Driving[EB/OL].(2012-12-01)[2014-05-23].http://www.distraction.gov/content/get-the-facts/facts-and-statistics.html.
[32]
Road Safety Committee of Victoria.Inquiry into Driver Distraction:Report of the Road Safety Committee on the Inquiry into Driver Distraction[R].Melbourne:Victorian Government,2006.
[33]
KLAUER S G,DINGUS T A,NEALE V L,et al.The Impact of Driver Inattention on Near-crash/Crash Risk:An Analysis Using the 100-Car Naturalistic Driving Study Data[R].Washington DC:NHTSA,2006.
[34]
HARBLUK J L,NOY Y I,EIZENMAN M.The Impact of Cognitive Distraction on Driver Visual Behaviour and Vehicle Control[R].Ottawa:Transport Canada,2002.
[35]
HARBLUK J L,NOY Y I,TRBOVICH P L,et al.An On-road Assessment of Cognitive Distraction:Impacts on Drivers' Visual Behavior and Braking Performance[J].Accident Analysis & Prevention,2007,39(2):372-379.
[36]
SODHI M,REIMER B,LLAMAZARES I.Glance Analysis of Driver Eye Movements to Evaluate Distraction[J].Behavior Research Methods,Instruments,& Computers,2002,34(4):529-538.
[37]
REIMER B L.Automated Methods of Detecting Driver Distractions[D].Kingston:University of Rhode Island,2003.
[38]
ENGSTR？M J,JOHANSSON E,？STLUND J.Effects of Visual and Cognitive Load in Real and Simulated Motorway Driving[J].Transportation Research Part F,2005,8(2):97-120.
[39]
ZHANG H,SMITH M.Safety Vehicles Using Adaptive Interface Technology(Task 7):A Literature Review of Visual Distraction Research[R].Kokomo:Delphi Electronics & Safety,2004.
[40]
ZHANG H,SMITH M R H,WITT G J.Identification of Real-time Diagnostic Measures of Visual Distraction with an Automatic Eye-tracking System[J].Human Factors:The Journal of the Human Factors and Ergonomics Society,2006,48(4):805-821.
[41]
DONMEZ B,BOYLE L,LEE J.Safety Vehicles Using Adaptive Interface Technology(Task 4)Final Report:Phase 2 Distraction Mitigation Evaluation[R].Iwoa City:The University of Iowa,2007.
[42]
NEALE V L,DINGUS T A,KLAUER S G,et al.An Overview of the 100-Car Naturalistic Study and Findings[C] //GILMORE D E.Proceedings of the 19th International Technical Conference on the Enhanced Safety of Vehicles.Washington DC: NHTSA,2005:1-10.
[43]
WEGE C,WILL S,VICTOR T.Eye Movement and Brake Reactions to Real World Brake-capacity Forward Collision Warnings—A Naturalistic Driving Study[J].Accident Analysis & Prevention,2013,58:259-270.
[44]
KONSTANTOPOULOS P,CHAPMAN P,CRUNDALL D.Driver's Visual Attention as a Function of Driving Experience and Visibility.Using a Driving Simulator to Explore Drivers' Eye Movements in Day,Night and Rain Driving[J].Accident Analysis & Prevention,2010,42(3):827-834.
AHLSTROM C,NYSTR？M M,HOLMQVIST K,et al.Fit-for-duty Test for Estimation of Drivers' Sleepiness Level: Eye Movements Improve the Sleep/Wake Predictor[J].Transportation Research Part C,2013,26:20-32.
[47]
马 勇.基于眼动分析的汽车驾驶员视觉搜索模式研究[D].西安:长安大学,2006. MA Yong.Study on Drivers' Visual Search Pattern Based on Analysis of Eye Movements[D].Xi'an:Chang'an University,2006.
[48]
魏 薇,史更虎,李玉堂,等.眼固视成分分离的研究现状及应用进展[J].中国组织工程研究,2013,17(24):4553-4560. WEI Wei,SHI Geng-hu,LI Yu-tang,et al.Research and Application Progress of Visual Fixation Component Separation[J].Chinese Journal of Tissue Engineering Research,2013,17(24):4553-4560.
[49]
AHLSTR？M C,DUKIC T,IVARSSON E,et al.Performance of a One-camera and a Three-camera System[R].Link？ping:Virtual Prototyping and Assessment by Simulation,2010.
[50]
MAY J F,BALDWIN C L.Driver Fatigue:The Importance of Identifying Causal Factors of Fatigue When Considering Detection and Countermeasure Technologies[J].Transportation Research Part F,2009,12(3):218-224.
[51]
成 波,张广渊,冯睿嘉,等.基于眼睛状态识别的驾驶员疲劳实时监测[J].汽车工程,2008,30(11):1001-1005. CHENG Bo,ZHANG Guang-yuan,FENG Rui-jia,et al. Real-time Monitoring of Driver Fatigue Based on Eye State Recognition[J].Automotive Engineering,2008,30(11):1001-1005.
[52]
潘晓东,李君羡.基于眼部行为的驾驶疲劳监测方法[J].同济大学学报:自然科学版,2011,39(2):231-235. PAN Xiao-dong,LI Jun-xian.Eye State-based Fatigue Drive Monitoring Approach[J].Journal of Tongji University:Natural Science,2011,39(2):231-235.
[53]
李志春.驾驶员疲劳状态检测技术研究与工程实现[D].镇江:江苏大学,2009. LI Zhi-chun.Research on Driver's Fatigue Status Detection Technology and Realization in Engineering[D].Zhen Jiang:Jiangsu University,2009.
[54]
LIAO Y S,WENG M C,CHEN C T.Design and Implementation of an Image-based Driver Attention Warning System on Low-cost Dsp Platform[J].SAE Paper 2010-01-0713.
[55]
吴超仲,张 晖,毛 喆,等.基于驾驶操作行为的驾驶员疲劳状态识别模型研究[J].中国安全科学学报,2007,17(4):162-165. WU Chao-zhong,ZHANG Hui,MAO Zhe,et al.A Model for Identifying Fatigue Status of Vehicle Drivers Based on Driving Operation[J].China Safety Science Journal,2007,17(4):162-165.
[56]
程文冬,付 锐,袁 伟,等.驾驶人疲劳监测预警技术研究与应用综述[J].中国安全科学学报,2013,23(1):155-160. CHENG Wen-dong,FU Rui,YUAN Wei,et al.Overview of Researches on Driver Fatigue Monitoring and Prewarning Technologies and Their Applications[J].China Safety Science Journal,2013,23(1):155-160.
[57]
韩 飒.山区高速公路隧道路段驾驶员眼动特性研究[D].西安:长安大学,2008. HAN Sa.Study on the Driver's Eye Movement Characteristics of Tunnel Section in Mountainous Freeway[D].Xi'an :Chang'an University,2008.
[58]
N？VESTAD T O,MEYER S.A Survey of Vehicle Fires in Norwegian Road Tunnels 2008-2011[J].Tunnelling and Underground Space Technology,2014,41:104-112.
[59]
杜志刚,潘晓东,杨 轸,等.高速公路隧道进出口视觉震荡与行车安全研究[J].中国公路学报,2007,20(5):101-105. DU Zhi-gang,PAN Xiao-dong,YANG Zhen,et al.Research on Visual Turbulence and Driving Safety of Freeway Tunnel Entrance and Exit[J].China Journal of Highway and Transport,2007,20(5):101-105.
[60]
张生瑞,马壮林,石 强.高速公路隧道群交通事故分布特点及预防对策[J].长安大学学报:自然科学版,2007,27(1):63-66. ZHANG Sheng-rui,MA Zhuang-lin,SHI Qiang.Distribution Characteristics and Countermeasures of Traffic Accidents in Expressway Tunnel Group[J].Journal of Chang'an University:Natural Science Edition,2007,27(1):63-66.
[61]
杜志刚,潘晓东,郭雪斌.公路隧道进出口行车安全的视觉适应指标[J].华南理工大学学报:自然科学版,2007,35(7):15-19. DU Zhi-gang,PAN Xiao-dong,GUO Xue-bin.Visual Adaptation Index for Driving Safety at Entrance and Exit of Highway Tunnel[J].Journal of South China University of Technology:Natural Science Edition,2007,35(7):15-19.
[62]
LIANG Y.Detecting Driver Distraction[D].Iowa City:The University of Iowa,2009.
[63]
KIRCHER K,AHLSTR？M C.Issues Related to the Driver Distraction Detection Algorithm Attend[C] //REGAN M,VICTOR T.Proceedings of the 1st International Conference on Driver Distraction and Inattention.Gothenburg:SAFER,2009:1-15.
[64]
KIRCHER K,AHLSTROM C.Predicting Visual Distraction Using Driving Performance Data[C] //Annals of Advances in Automotive Medicine.Proceedings of the 54th Annual Scientific Conference.Barrington: Association for the Advancement of Automotive Medicine,2010:333-342.
[65]
FUCHS K,ABENDROTH B,BRUDER R.Night Vision—Reduced Driver Distraction,Improved Safety and Satisfaction[J].Engineering Psychology and Cognitive Ergonomics,2009,5639:367-375.
[66]
TRETTEN P,GARLING A,NILSSON R,et al.An On-road Study of Head-up Display:Preferred Location and Acceptance Levels[J].Proceedings of the Human Factors and Ergonomics Society Annual Meeting,2011,55(1):1914-1918.
[67]
朴范鎮,李 锋,姜元义.基于模拟驾驶器的HUD信息分析[J].交通标准化,2012(22):82-85. PARK Bum-jin,LI Feng,KANG Weon-eui.Analysis of HUD Information Based on Driving Simulator[J].Communications Standardization,2012(22):82-85.
[68]
NORMARK C J,TRETTEN P,GRLING A.Do Redundant Head-up and Head-down Display Configurations Cause Distractions?[C] //RIZZO M,LEE J D,MCGEHEE D V.Proceedings of the 5th International Driving Symposium on Human Factors in Driver Assessment,Training,and Vehicle Design.Iowa City:The University of Iowa,2009:398-404.
[69]
MIYAJI M,KAWANAKA H,OGURI K.Driver's Cognitive Distraction Detection Using Physiological Features by the Adaboost[C] //IEEE.Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems,2009.New York: IEEE,2009:1-6.
[70]
VICTOR T,HARBLUK J,ENGSTR？M J.Sensitivity of Eye-movement Measures to In-vehicle Task Difficulty[J].Transportation Research Part F,2005,8(2):167-190.
[71]
吴志周,贾俊飞.驾驶分心行为及应对策略研究综述[J].交通信息与安全,2011,29(5):5-9. WU Zhi-zhou,JIA Jun-fei.Overview of Driver Distraction Behavior and Countermeasures[J].Journal of Transport Information and Safety,2011,29(5):5-9.
[72]
马 勇,付 锐,王 畅,等.视觉分心时驾驶人注视行为特性分析[J].中国安全科学学报,2013,23(5):10-14. MA Yong,FU Rui,WANG Chang,et al.Analysis of Drivers' Gazing Behavior During Visual Distraction[J].China Safety Science Journal,2013,23(5):10-14.
[73]
马 勇,石涌泉,付 锐,等.驾驶人分心时长对车道偏离影响的实车试验[J/OL].吉林大学学报:工学版,2015,45(4):http://www.cnki.net/kcms/detail/22.1341.T.20140919.20140849.20140001.html. MA Yong,SHI Yong-quan,FU Rui,et al.Impact of Driver's Distracted Driving Time on Vehicle Lane Departure[J/OL].Journal of Jilin University:Engineering and Technology Edition,2015,45(4):http://www.cnki.net/kcms/detail/22.1341.T.20140919.20140849.20140001.html.
[74]
马 勇,付 锐,袁 钰,等.基于驾驶人分心影响程度的驾驶分心任务评级[J].交通信息与安全,2014,32(5):47-51,57. MA Yong,FU Rui,YUAN Yu,et al.Rating Driving Distraction Tasks Based on Distraction Impact on Drivers[J].Journal of Transport Information and Safety,2014,32(5):47-51,57.
[75]
陈雪梅,高 利,魏中华,等.驾驶员因素与交通事故率的关联性[J].北京工业大学学报,2007,33(7):697-701. CHEN Xue-mei,GAO Li,WEI Zhong-hua,et al.Correlation Between Driver's Factors and Traffic Accident Rate[J].Journal of Beijing University of Technology,2007,33(7):697-701.
[76]
JONAH B A.Accident Risk and Risk-taking Behaviour Among Young Drivers[J].Accident Analysis & Prevention,1986,18(4):255-271.
[77]
MOURANT R R,ROCKWELL T H.Strategies of Visual Search by Novice and Experienced Drivers[J].Human Factors:The Journal of the Human Factors and Ergonomics Society,1972,14(4):325-335.
[78]
MOURANT R R,ROCKWELL T H.Visual Information Seeking of Novice Drivers[J].SAE Paper 700397.
[79]
CRUNDALL D E,UNDERWOOD G.Effects of Experience and Processing Demands on Visual Information Acquisition in Drivers[J].Ergonomics,1998,41(4):448-458.
[80]
PRADHAN A K,HAMMEL K R,DERAMUS R,et al.Using Eye Movements to Evaluate Effects of Driver Age on Risk Perception in a Driving Simulator[J].Human Factors:The Journal of the Human Factors and Ergonomics Society,2005,47(4):840-852.
[81]
BALL K K,BEARD B L,ROENKER D L,et al.Age and Visual Search:Expanding the Useful Field of View[J].Journal of the Optical Society of America A,1988,5(12):2210-2219.
[82]
BALL K,OWSLEY C,SLOANE M E,et al.Visual Attention Problems as a Predictor of Vehicle Crashes in Older Drivers[J].Investigative Ophthalmology & Visual Science,1993,34(11):3110-3123.
[83]
OWSLEY C,BALL K,SLOANE M E,et al.Visual/Cognitive Correlates of Vehicle Accidents in Older Drivers[J].Psychology & Aging,1991,6(3):403-415.
[84]
LEE S E,SIMONS-MORTON B G,KLAUER S E,et al.Naturalistic Assessment of Novice Teenage Crash Experience[J].Accident Analysis & Prevention,2011,43(4):1472-1479.
[85]
SIMONS-MORTON B G,GUO F,KLAUER S G,et al.Keep Your Eyes on the Road:Young Driver Crash Risk Increases According to Duration of Distraction[J].Journal of Adolescent Health,2014,54(S5):S61-S67.
[86]
FALKMER T,GREGERSEN N P.A Comparison of Eye Movement Behavior of Inexperienced and Experienced Drivers in Real Traffic Environments[J].Optometry and Vision Science,2005,82(8):732-739.
[87]
郭应时,马 勇,付 锐,等.汽车驾驶人驾驶经验对注视行为特性的影响[J].交通运输工程学报,2012,12(5):91-99. GUO Ying-shi,MA Yong,FU Rui,et al.Influence of Driving Experience on Gazing Behavior Characteristic for Car Driver[J].Journal of Traffic and Transportation Engineering,2012,12(5):91-99.
[88]
郭应时,付 锐,袁 伟,等.通道宽度对驾驶员动态视觉和操作行为的影响[J].中国公路学报,2006,19(5):83-87. GUO Ying-shi,FU Rui,YUAN Wei,et al.Influences of Passage Width on Driver's Dynamic Vision and Operation Behavior[J].China Journal of Highway and Transport,2006,19(5):83-87.
[89]
郭应时,付 锐,张建峰,等.不同通道宽度条件下汽车驾驶员注视点分布规律[J].交通运输工程学报,2006,6(2):51-54. GUO Ying-shi,FU Rui,ZHANG Jian-feng,et al. Fixation Distribution of Driver While Driving Through Passageways with Different Widths[J].Journal of Traffic and Transportation Engineering,2006,6(2):51-54.
[90]
黄迎秋.山区与城市道路交通环境下驾驶员视觉搜索过程分析[D].西安:长安大学,2008. HUANG Ying-qiu.The Analysis on Driver's Visual Search Process in Real Environment of Mountain and Urban Road[D].Xi'an:Chang'an University,2008.
[91]
袁 伟,付 锐,马 勇,等.车速与标志文字高度对驾驶人视觉搜索模式的影响[J].交通运输工程学报,2011,11(1):119-126. YUAN Wei,FU Rui,MA Yong,et al.Effects of Vehicle Speed and Traffic Sign Text Height on Drivers' Visual Search Patterns[J].Journal of Traffic and Transportation Engineering,2011,11(1):119-126.
[92]
吴付威,付 锐,吴 晨,等.高速公路跟车过程中驾驶人注视转移模式研究[J].中国安全科学学报,2013,23(10):44-50. WU Fu-wei,FU Rui,WU Chen,et al.Research on Driver's Fixation Transition Mode During Car Following Process on Expressway[J].China Safety Science Journal,2013,23(10):44-50.
[93]
袁 伟,付 锐,郭应时,等.基于视觉特性的驾驶人换道意图识别[J].中国公路学报,2013,26(4):132-138. YUAN Wei,FU Rui,GUO Ying-shi,et al.Drivers' Lane Changing Intention Identification Based on Visual Characteristics[J].China Journal of Highway and Transport,2013,26(4):132-138.
