Gaze guidance reduces the number of collisions with pedestrians in a driving simulator

ACM Transactions on Interactive Intelligent Systems

Volumn 1, Issue 2, 2012, Pages

  Pomarjanschi, Laura ^a   Dorr, Michael ^b   Barth, Erhardt ^a  

^a UNIVERSITY OF LÜBECK   (Germany)

^b SCHEPENS EYE RESEARCH INSTITUTE   (United States)

Author keywords

Driver assistance systems; Driving; Driving simulator; Gaze guidance; Gaze contingent display

Indexed keywords

AUTOMOBILE SIMULATORS;

DRIVER ASSISTANCE SYSTEM; DRIVING; DRIVING SIMULATOR; GAZE GUIDANCES; GAZE-CONTINGENT DISPLAYS;

EYE MOVEMENTS;

EID: 84983575835     PISSN: 21606455     EISSN: 21606463     Source Type: Journal    
DOI: 10.1145/2070719.2070721     Document Type: Article

References (38)

1. BARTH, E. 2001. Information technology for active perception: Itap. In Proceedings of the First GRP-Symposium, Sehen und Aufmerksamkeit im Alter, Benediktbeuren.
2. BARTH, E., DORR, M., BÖHME, M., GEGENFURTNER, K. R., AND MARTINETZ, T. 2006. Guiding eye movements for better communication and augmented vision. In Perception and Interactive Technologies, Lecture Notes in Artificial Intelligence, vol. 4021. Springer, 1-8.
3. BÖHME, M., DORR, M., KRAUSE, C., MARTINETZ, T., AND BARTH, E. 2006. Eye movement predictions on natural videos. Neurocomput. 69, 16-18, 1996-2004.
4. BOWERS, A. R., MANDEL, A. J., GOLDSTEIN, R. B., AND PELI, E. 2009. Driving with hemianopia, I: Detection performance in a driving simulator. Investig. Ophtalm. Vis. Sci. 50, 11.
5. BOYLE, L. N. AND LEE, J. D. 2010. Using driving simulators to assess driving safety. Accid. Anal. Prevent. 42, 785-787.
6. BROOKHUIS, K. A. AND DE WAARD, D. 2010. Monitoring drivers' mental workload in driving simulators using physiological measures. Accid. Anal. Preven. 42, 898-903.
7. CRUNDALL, D. E., UNDERWOOD, G., AND CHAPMAN, P. R. 1998. How much do novice drivers see? The effects of demand on visual search strategies in novice and experienced drivers. In Eye Guidance in Reading and Scene Perception, G. Underwood, Ed., Elsevier Science Ltd, 395-417.
8. CRUNDALL, D. E., UNDERWOOD, G., AND CHAPMAN, P. R. 2002. Attending to the peripheral world while driving. Appl. Cogni. Psych. 16, 459-475.
9. DE GRAEF, P., HAMON, G., DORR, M., BARTH, E., AND VERFAILLIE, K. 2009. Virtual navigation training and gaze guidance. In Proceedings of the Eye and the Auto International Conference.
10. GALPIN, A., UNDERWOOD, G., AND CRUNDALL, D. 2009. Change blindness in driving scenes. Transport. Resear. Part F 12, 179-185.
11. HAYHOE, M. AND BALLARD, D. 2005. Eye movements in natural behavior. Trends Cogn. Sci. 9, 4, 188-94.
12. HENDERSON, J. M. 2003. Human gaze control during real-world scene perception. Trends Cogn. Sci. 7, 11, 498-504.
13. HO, C. AND SPENCE, C. 2005. Assessing the effectiveness of various auditory cues in capturing a driver's visual attention. J. Exper. Psych. Appl. 11, 3, 157-174.
14. ITTI, L., KOCH, C., AND NIEBUR, E. 1998. A model of saliency-based visual attention for rapid scene analysis. IEEE Trans. Patt. Anal. Mach. Intell. 20, 11, 1254-1259.
15. KEMENY, A. AND PANERAI, F. 2003. Evaluating perception in driving simulator experiments. Trends Cogn. Sci. 7, 1.
16. KISS, M. 2009. Driver assistance in the peripheral field of view. In Science Beyond Fiction: Proceedings of the European Future Technologies Conference, (Session on Modelling and guiding attention in an increasingly complex world.))
17. KLAUER, S.,DINGUS, T.,NEALE, V., SUDWEEKS, J., AND RAMSEY, D. 2006. The impact of driver inattention on near crash/crash risk: an analysis using the 100-car naturalistic driving study data. Tech. rep., National Highway Traffic Safety Administration, US Department of Transportation.
18. KONSTANTINOPOLOUS, P., CHAPMAN, P., AND CRUNDALL, D. 2010. 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. Acci. Anal. Prevent. 42, 827-834.
19. LAND, M. F. 2006. Eye movements and the control of actions in everyday life. Progress Retinal Eye Resear. 25, 296-324.
20. LAND, M. F. AND HAYHOE, M. 2001. In what ways do eye movements contribute to everyday activities? Vis. Resear. 41, 3559-65.
21. LAND, M. F. AND LEE, D. N. 1994. Where we look when we steer. Nature 369, 742-744.
22. LAND, M. F. AND TATLER, B. W. 2001. Steering with the head: The visual strategy of a racing driver. Curr. Biol. 11, 1215-1220.
23. MCCARLEY, J. S., VAIS, M. J., PRINGLE, H., KRAMER, A. F., IRWIN, D. E., AND STRAYER, D. L. 2004. Conversation disrupts change detection in complex traffic scenes. Human Factors 46, 3, 424-36.
24. MOSEDALE, J.,PURDY, A., AND CLARKSON, E. 2006. Contributory factors to road accidents. Tech. rep., Department for Transport, UK.
25. MULCKHUYSE, M., VAN ZOEST, W., AND THEEUWES, J. 2008. Capture of the eyes by relevant and irrelevant onsets. Exp. Brain Res. 186, 2, 225-235.
26. NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION. 2009. An examination of driver distractions as recorded in NHTSA database.
27. NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION. 2010a. Distracted driving 2009.
28. NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION. 2010b. Highlights of 2009 motor vehicle crashes.
29. POMARJANSCHI, L., DORR, M., RASCHE, C., AND BARTH, E. 2010. Safer driving with gaze guidance. In Proceedings of the 5th International ICST Conference on Bio-Inspired Models of Network, Information, and Computing Systems. To appear.
30. RAYNER, K. 1998. Eye movements in reading and information processing: 20 years of research. Psych. Bull. 124, 3, 372-422.
31. RECARTE, M. A. AND NUNES, L. M. 2003. Mental workload while driving: Effects on visual search, discrimination, and decision making. J. Exper. Psych. 9, 2, 119-137.
32. SHINODA, H., HAYHOE, M. M., AND SHRIVASTAVA, A. 2001. What controls attention in natural environments? Vis. Resear. 41, 25-26, 3535-3545.
33. THEEUWES, J., KRAMER, A. F.,HAHN, S., AND IRWIN, D. E. 1998. Our eyes do not always go where we want them to go: Capture of the eyes by new objects. Psych. Sci. 9, 5, 379.
34. TORRALBA, A.,OLIVA, A.,CASTELHANO, M. S., AND HENDERSON, J.M. 2006. Contextual guidance of eyemovements and attention in real-world scenes: The role of global features on object search. Psych. Rev. 113, 4, 766-86.
35. VIG, E., DORR, M., AND BARTH, E. 2009. Efficient visual coding and the predictability of eye movements on natural movies. Spatial Vis. 22, 5, 397-408.
36. WANG, D.-Y. D., PICK, D. F., PROCTOR, R. W., AND YE, Y. 2007. Effect of a side collision-avoidance signal on simulated driving with a navigation system. In Proceedings of the 4th International Driving Symposium on Human Factors in Driver Assessment, Training and Vehicle Design.
37. YARBUS, A. L. 1967. Eye Movements and Vision. Plenum Press, New York.
38. ZHENG, X. S. AND MCCONKIE, G. W. 2010. Two visual systems in monitoring of dynamic traffic: Effects of visual disruption. Accid. Anal. Preven. 42, 921-928.