Driving with Homonymous Visual Field Defects: Driving Performance and Compensatory Gaze Movements

Aim of this pilot study was to assess the driving performance and its relationship to the visual search behavior, i.e., eye and head movements, of patients with homonymous visual field defects (HVFDs) in comparison to healthy-sighted subjects during a simulated driving test. Eight HVFD patients and six healthy-sighted age- and gender-matched control subjects underwent a 40-minute driving test with nine hazardous situations. Eye and head movements were recorded during the drive. Four out of eight patients passed the driving test and showed a driving performance similar to that of the control group. One control group subject failed the test. Patients who passed the test showed an increased number of head and eye movements. Patients who failed the test showed a rightwards-bias in average lane position, probably in an attempt to maximize the safety margin to oncoming traffic. Our study supports the hypothesis that a considerable subgroup of subjects with HVFDs show a safe driving behavior, because they adapt their viewing behavior by increased visual scanning.

[1]  L. Gauthier,et al.  Evaluation of left visuospatial neglect: Norms and discrimination power of two tests. , 1990 .

[2]  Thomas C. Kübler,et al.  Online Recognition of Fixations, Saccades and Smooth Pursuits for Automated Analysis of Traffic Hazard Perception , 2015 .

[3]  H Strasburger,et al.  Automobile driving performance of brain-injured patients with visual field defects. , 1999, American journal of physical medicine & rehabilitation.

[4]  Enkelejda Kasneci,et al.  Towards the automated recognition of assistance need for drivers with impaired visual field , 2013 .

[5]  Enkelejda Kasneci,et al.  Driving with Homonymous Visual Field Defects , 2017 .

[6]  Eli Peli,et al.  Driving with hemianopia, II: lane position and steering in a driving simulator. , 2010, Investigative ophthalmology & visual science.

[7]  Cynthia Owsley,et al.  Hemianopic and quadrantanopic field loss, eye and head movements, and driving. , 2011, Investigative ophthalmology & visual science.

[8]  Eberhard Zeeb Daimler's new full-scale, high-dynamic driving simulator - A technical overview , 2010 .

[9]  Jon Currie,et al.  Homonymous Visual Field Defects and Stroke in an Older Population , 2002, Stroke.

[10]  A. C. Kooijman,et al.  Hemianopic visual field defects elicit hemianopic scanning , 2002, Vision Research.

[11]  Christopher K. I. Williams,et al.  Transformation Equivariant Boltzmann Machines , 2011, ICANN.

[12]  Sven Ohl,et al.  Driving Simulation in the Clinic: Testing Visual Exploratory Behavior in Daily Life Activities in Patients with Visual Field Defects , 2012, Journal of visualized experiments : JoVE.

[13]  Thomas C. Kübler,et al.  Stress-indicators and exploratory gaze for the analysis of hazard perception in patients with visual field loss. , 2014 .

[14]  Thiago Santini,et al.  ElSe: ellipse selection for robust pupil detection in real-world environments , 2015, ETRA.

[15]  S. Folstein,et al.  "Mini-mental state". A practical method for grading the cognitive state of patients for the clinician. , 1975, Journal of psychiatric research.

[16]  M. Brigell,et al.  Effects of Age and Hemianopic Visual Field Loss on Driving , 1993, Optometry and vision science : official publication of the American Academy of Optometry.

[17]  Concetta F. Alberti,et al.  Driving with hemianopia: III. Detection of stationary and approaching pedestrians in a simulator. , 2014, Investigative ophthalmology & visual science.

[18]  Lynnette G. Kay,et al.  Current licensing authority standards for peripheral visual field and safe on‐road senior aged automobile driving performance , 2007, Clinical & experimental ophthalmology.

[19]  N. Newman,et al.  Traumatic homonymous hemianopia , 2006, Journal of Neurology, Neurosurgery & Psychiatry.

[20]  W. Rosenstiel,et al.  Driving with Binocular Visual Field Loss? A Study on a Supervised On-Road Parcours with Simultaneous Eye and Head Tracking , 2014, PloS one.

[21]  D. Bates,et al.  Fitting Linear Mixed-Effects Models Using lme4 , 2014, 1406.5823.

[22]  E. Casson,et al.  The Impact of Visual Field Loss on Driving Performance: Evidence From On-Road Driving Assessments , 2005, Optometry and vision science : official publication of the American Academy of Optometry.

[23]  Wolfgang Rosenstiel,et al.  Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception , 2013, ICANN.

[24]  Hanspeter A. Mallot,et al.  Gaze patterns predicting successful collision avoidance in patients with homonymous visual field defects , 2011, Vision Research.

[25]  N. Newman,et al.  Neuro-Ophthalmic Manifestations of Head Trauma , 2001, Journal of neuro-ophthalmology : the official journal of the North American Neuro-Ophthalmology Society.

[26]  Eli Peli,et al.  Hazard Detection by Drivers with Paracentral Homonymous Field Loss: A Small Case Series. , 2011, Journal of clinical & experimental ophthalmology.

[27]  Cynthia Owsley,et al.  Prediction of Driving Safety in Individuals with Homonymous Hemianopia and Quadrantanopia from Clinical Neuroimaging , 2014, Journal of ophthalmology.

[28]  Wolfgang Rosenstiel,et al.  ExCuSe: Robust Pupil Detection in Real-World Scenarios , 2015, CAIP.

[29]  Hanspeter A. Mallot,et al.  Collision avoidance in persons with homonymous visual field defects under virtual reality conditions , 2012, Vision Research.

[30]  P. Bartolomeo,et al.  Inappropriate rightward saccades after right hemisphere damage: Oculomotor analysis and anatomical correlates , 2015, Neuropsychologia.

[31]  Cynthia Owsley,et al.  On-road driving performance by persons with hemianopia and quadrantanopia. , 2009, Investigative ophthalmology & visual science.

[32]  Wolfgang Rosenstiel,et al.  Bayesian online clustering of eye movement data , 2012, ETRA.

[33]  P Lövsund,et al.  Effects on driving performance of visual field defects: a driving simulator study. , 1991, Accident; analysis and prevention.

[34]  Donald E. Parker,et al.  Mental Rotation: A Key to Mitigation of Motion Sickness in the Virtual Environment? , 1992, Presence: Teleoperators & Virtual Environments.

[35]  K A Brookhuis,et al.  A comparison of different ways to approximate time-to-line crossing (TLC) during car driving. , 2000, Accident; analysis and prevention.

[36]  S K Mannan,et al.  Saccadic visual search training: a treatment for patients with homonymous hemianopia , 2004, Journal of Neurology, Neurosurgery & Psychiatry.

[37]  Hanspeter A. Mallot,et al.  Functional compensation of visual field deficits in hemianopic patients under the influence of different task demands , 2010, Vision Research.

[38]  Eli Peli,et al.  Driving with hemianopia: IV. Head scanning and detection at intersections in a simulator. , 2014, Investigative ophthalmology & visual science.

[39]  F. Cornelissen,et al.  Driving and visuospatial performance in people with hemianopia , 2002 .

[40]  Thomas C. Kübler,et al.  Driving with Glaucoma: Task Performance and Gaze Movements , 2015, Optometry and vision science : official publication of the American Academy of Optometry.

[41]  Wiebo Brouwer,et al.  Compensatory viewing training improves practical fitness to drive of subjects with impaired vision , 2004 .

[42]  W. Rosenstiel,et al.  Homonymous Visual Field Loss and Its Impact on Visual Exploration: A Supermarket Study. , 2014, Translational vision science & technology.

[43]  W. H. Zangemeister,et al.  Eye-head coordination in homonymous hemianopia , 2004, Journal of Neurology.

[44]  L. Stark,et al.  Most naturally occurring human saccades have magnitudes of 15 degrees or less. , 1975, Investigative ophthalmology.

[45]  Eli Peli,et al.  Driving with hemianopia, I: Detection performance in a driving simulator. , 2009, Investigative Ophthalmology and Visual Science.

[46]  Wiebo H Brouwer,et al.  The effect of visual field defects on driving performance: a driving simulator study. , 2002, Archives of ophthalmology.

[47]  Frans W. Cornelissen,et al.  The effect of visual field defects on eye movements and practical fitness to drive , 2002, Vision Research.

[48]  E. Casson,et al.  Vision standards for driving in Canada and the United States. A review for the Canadian Ophthalmological Society. , 2000, Canadian journal of ophthalmology. Journal canadien d'ophtalmologie.