The visual control of bicycle steering: The effects of speed and path width.

Although cycling is a widespread form of transportation, little is known about the visual behaviour of bicycle users. This study examined whether the visual behaviour of cyclists can be explained by the two-level model of steering described for car driving, and how it is influenced by cycling speed and lane width. In addition, this study investigated whether travel fixations, described during walking, can also be found during a cycling task. Twelve adult participants were asked to cycle three 15m long cycling lanes of 10, 25 and 40cm wide at three different self-selected speeds (i.e., slow, preferred and fast). Participants' gaze behaviour was recorded at 50Hz using a head mounted eye tracker and the resulting scene video with overlay gaze cursor was analysed frame by frame. Four types of fixations were distinguished: (1) travel fixations, (2) fixations inside the cycling lane (path), (3) fixations to the final metre of the lane (goal), and (4) fixations outside of the cycling lane (external). Participants were found to mainly watch the path (41%) and goal (40%) region while very few travel fixations were made (<5%). Instead of travel fixations, an OptoKinetic Nystagmus was revealed when looking at the near path. Large variability between subjects in fixation location suggests that different strategies were used. Wider lanes resulted in a shift of gaze towards the end of the lane and to external regions, whereas higher cycling speeds resulted in a more distant gaze behaviour and more travel fixations. To conclude, the two-level model of steering as described for car driving is not fully in line with our findings during cycling, but the assumption that both the near and the far region is necessary for efficient steering seems valid. A new model for visual behaviour during goal directed locomotion is presented.

[1]  Ronald R. Mourant,et al.  Strategies of Visual Search by Novice and Experienced Drivers , 1972 .

[2]  H. Sherk,et al.  Gaze during visually-guided locomotion in cats , 2003, Behavioural Brain Research.

[3]  F A Miles,et al.  The neural processing of 3‐D visual information: evidence from eye movements , 1998, The European journal of neuroscience.

[4]  M. Ernst,et al.  The statistical determinants of adaptation rate in human reaching. , 2008, Journal of vision.

[5]  K. Turano,et al.  Oculomotor strategies for the direction of gaze tested with a real-world activity , 2003, Vision Research.

[6]  M. Land Eye movements and the control of actions in everyday life , 2006, Progress in Retinal and Eye Research.

[7]  Robin L. Hill,et al.  Eye movements : a window on mind and brain , 2007 .

[8]  Équipe PsyCoTec Driving around bends with manipulated eye-steering coordination , 2008 .

[9]  Franck Mars,et al.  Driving around bends with manipulated eye-steering coordination. , 2008, Journal of vision.

[10]  A. L. I︠A︡rbus Eye Movements and Vision , 1967 .

[11]  K. Turano,et al.  Direction of Gaze while Walking a Simple Route: Persons with Normal Vision and Persons with Retinitis Pigmentosa , 2001, Optometry and vision science : official publication of the American Academy of Optometry.

[12]  R. Fuller Towards a general theory of driver behaviour. , 2005, Accident; analysis and prevention.

[13]  K. Hoffmann,et al.  Optic flow and eye movements. , 2000, International review of neurobiology.

[14]  David N. Lee,et al.  Where we look when we steer , 1994, Nature.

[15]  M. Raschke,et al.  Bicycle accidents - do we only see the tip of the iceberg? A prospective multi-centre study in a large German city combining medical and police data. , 2012, Injury.

[16]  Kan Arai,et al.  Tactile force perception depends on the visual speed of the collision object. , 2009, Journal of vision.

[17]  A E Patla,et al.  Where and when do we look as we approach and step over an obstacle in the travel path? , 1997, Neuroreport.

[18]  Matthieu Lenoir,et al.  Children's cycling skills: Development of a test and determination of individual and environmental correlates. , 2013, Accident; analysis and prevention.

[19]  B. Cohen,et al.  Stabilization of gaze during circular locomotion in light. I. Compensatory head and eye nystagmus in the running monkey. , 1992, Journal of neurophysiology.

[20]  Philip K. Hughes,et al.  The Effect of Attentional Demand in Eye Movement Behaviour when Driving , 1988 .

[21]  I. Brown,et al.  Vision in Vehicles III , 1991 .

[22]  M F Land,et al.  The knowledge base of the oculomotor system. , 1997, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[23]  Richard M Wilkie,et al.  Eye-movements aid the control of locomotion. , 2003, Journal of vision.

[24]  Andrew T. Duchowski,et al.  Eye Tracking Methodology: Theory and Practice , 2003, Springer London.

[25]  J. Pelz,et al.  Oculomotor behavior in natural and man-made environments , 2007 .

[26]  Dick de Waard,et al.  The measurement of drivers' mental workload , 1996 .

[27]  Jean Underwood,et al.  Visual attention while driving: sequences of eye fixations made by experienced and novice drivers , 2003, Ergonomics.

[28]  N. Gregersen,et al.  A Comparison of Eye Movement Behavior of Inexperienced and Experienced Drivers in Real Traffic Environments , 2005, Optometry and vision science : official publication of the American Academy of Optometry.

[29]  Michael Greig,et al.  Any way you look at it, successful obstacle negotiation needs visually guided on-line foot placement regulation during the approach phase , 2006, Neuroscience Letters.

[30]  D. Ballard,et al.  Eye movements in natural behavior , 2005, Trends in Cognitive Sciences.

[31]  C. Knapp,et al.  Horizontal and vertical look and stare optokinetic nystagmus symmetry in healthy adult volunteers. , 2008, Investigative ophthalmology & visual science.

[32]  A. E. Patla,et al.  Gaze fixation patterns for negotiating complex ground terrain , 2007, Neuroscience.

[33]  K. Hoffmann,et al.  Ocular responses to radial optic flow and single accelerated targets in humans , 1999, Vision Research.

[34]  K. Hoffmann,et al.  Optokinetic eye movements elicited by radial optic flow in the macaque monkey. , 1998, Journal of neurophysiology.

[35]  Masao Ohmi,et al.  The efficiency of the central and peripheral retina in driving human optokinetic nystagmus , 1984, Vision Research.

[36]  R. Fuller,et al.  Iconography : Task difficulty and risk in the determination of driver behaviour , 2007 .

[37]  Constance S. Royden,et al.  From vision to action: experiments and models of steering control during driving. , 2000, Journal of experimental psychology. Human perception and performance.

[38]  Edmund Donges,et al.  A Two-Level Model of Driver Steering Behavior , 1978 .

[39]  Daniel S. Marigold,et al.  Keep looking ahead? Re-direction of visual fixation does not always occur during an unpredictable obstacle avoidance task , 2006, Experimental Brain Research.

[40]  Ari Rabl,et al.  Benefits of shift from car to active transport , 2012 .

[41]  J. Wann,et al.  Active gaze, visual look-ahead, and locomotor control. , 2008, Journal of experimental psychology. Human perception and performance.

[42]  T. Foulsham,et al.  The where, what and when of gaze allocation in the lab and the natural environment , 2011, Vision Research.

[43]  J R McLean,et al.  THE EFFECTS OF LANE WIDTH ON RIVER DRIVING STEERING CONTROL AND PERFORMANCE , 1972 .

[44]  Markus Lappe,et al.  Driving is smoother and more stable when using the tangent point. , 2009, Journal of vision.

[45]  Thomas J Triggs,et al.  Perceptual lane width, wide perceptual road centre markings and driving speeds , 2004, Ergonomics.

[46]  A. Patla,et al.  “Look where you’re going!”: gaze behaviour associated with maintaining and changing the direction of locomotion , 2002, Experimental Brain Research.

[47]  Michael Land,et al.  Which parts of the road guide steering? , 1995, Nature.

[48]  D. Ballard,et al.  Modelling the role of task in the control of gaze , 2009, Visual cognition.

[49]  Joan N. Vickers,et al.  How far ahead do we look when required to step on specific locations in the travel path during locomotion? , 2002, Experimental Brain Research.

[50]  Rob Gray,et al.  A Two-Point Visual Control Model of Steering , 2004, Perception.

[51]  T. Miura,et al.  Behavior Oriented Vision: Functional Field of View and Processing Resources , 1987 .

[52]  D. Mestre,et al.  Optokinetic nystagmus is elicited by curvilinear optic flow during high speed curve driving , 2011, Vision Research.