Vergence driven accommodation with simulated disparity in myopia and emmetropia

ABSTRACT The formation of focused and corresponding foveal images requires a close synergy between the accommodation and vergence systems. This linkage is usually decoupled in virtual reality systems and may be dysfunctional in people who are at risk of developing myopia. We study how refractive error affects vergence‐accommodation interactions in stereoscopic displays. Vergence and accommodative responses were measured in 21 young healthy adults (n=9 myopes, 22–31 years) while subjects viewed naturalistic stimuli on a 3D display. In Step 1, vergence was driven behind the monitor using a blurred, non‐accommodative, uncrossed disparity target. In Step 2, vergence and accommodation were driven back to the monitor plane using naturalistic images that contained structured depth and focus information from size, blur and/or disparity. In Step 1, both refractive groups converged towards the stereoscopic target depth plane, but the vergence‐driven accommodative change was smaller in emmetropes than in myopes (F1,19=5.13, p=0.036). In Step 2, there was little effect of peripheral depth cues on accommodation or vergence in either refractive group. However, vergence responses were significantly slower (F1,19=4.55, p=0.046) and accommodation variability was higher (F1,19=12.9, p=0.0019) in myopes. Vergence and accommodation responses are disrupted in virtual reality displays in both refractive groups. Accommodation responses are less stable in myopes, perhaps due to a lower sensitivity to dioptric blur. Such inaccuracies of accommodation may cause long‐term blur on the retina, which has been associated with a failure of emmetropization. HighlightsVergence and accommodation are disrupted in virtual reality systems.Vergence‐driven accommodation is stronger in myopes than in emmetropes.In myopes vergence is slower and accommodation is less stable.Accommodation inaccuracy causes retinal blur, which may be associated with myopia.

[1]  S. Bharadwaj,et al.  Photorefraction estimates of refractive power varies with the ethnic origin of human eyes , 2015, Scientific Reports.

[2]  D. Troilo,et al.  Accommodation and induced myopia in marmosets , 2007, Vision Research.

[3]  N. Charman Myopia: its prevalence, origins and control , 2011, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[4]  Amanda N. French,et al.  Time outdoors and the prevention of myopia. , 2013, Experimental eye research.

[5]  W. N. Charman,et al.  Dependence of accommodation response on the spatial frequency spectrum of the observed object , 1977, Vision Research.

[6]  Hema Radhakrishnan,et al.  Peripheral refraction and the development of refractive error: a review , 2010, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[7]  Richard Held,et al.  Increased accommodation following adaptation to image blur in myopes. , 2004, Journal of Vision.

[8]  Adrian Glasser,et al.  Amplitude dependent accommodative dynamics in humans , 2003, Vision Research.

[9]  W Neil Charman,et al.  Effect of accommodation on peripheral ocular aberrations. , 2009, Journal of vision.

[10]  S. Sherman,et al.  Myopia in the lid-sutured tree shrew (Tupaia glis) , 1977, Brain Research.

[11]  E F FINCHAM,et al.  The reciprocal actions of accommodation and convergence , 1957, The Journal of physiology.

[12]  M S Banks,et al.  The development of visual accommodation during early infancy. , 1980, Child development.

[13]  Accommodation steps, target spatial frequency and refractive error , 2011, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[14]  P. Bex,et al.  Perceived Blur in Naturally Contoured Images Depends on Phase , 2010, Front. Psychology.

[15]  Johannes Burge,et al.  Defocus blur discrimination in natural images with natural optics. , 2015, Journal of vision.

[16]  S. Hasebe,et al.  The reliability of a video-enhanced Hirschberg test under clinical conditions. , 1995, Investigative ophthalmology & visual science.

[17]  K J Ciuffreda,et al.  Adaptation to Optically-Increased Interocular Separation under Naturalistic Viewing Conditions , 1990, Perception.

[18]  M. Rosenfield,et al.  Do Progressing Myopes Show Reduced Accommodative Responses? , 2002, Optometry and vision science : official publication of the American Academy of Optometry.

[19]  P. Mitchell,et al.  Accommodative facility in eyes with and without myopia. , 2006, Investigative ophthalmology & visual science.

[20]  D B Henson,et al.  Adaptation to Prism‐Induced Heterophoria in Subjects with Abnormal Binocular Vision or Asthenopia , 1981, American journal of optometry and physiological optics.

[21]  M. Belkin,et al.  Intelligence, education, and myopia in males. , 1987, Archives of ophthalmology.

[22]  Wolfgang Jaschinski,et al.  Pupil size affects measures of eye position in video eye tracking: implications for recording vergence accuracy , 2016 .

[23]  Dirk Seidel,et al.  The Effect of Monocular and Binocular Viewing on the Accommodation Response to Real Targets in Emmetropia and Myopia , 2005, Optometry and vision science : official publication of the American Academy of Optometry.

[24]  S. Hasebe,et al.  Myopia control with positively aspherized progressive addition lenses: a 2-year, multicenter, randomized, controlled trial. , 2014, Investigative ophthalmology & visual science.

[25]  W Neil Charman,et al.  Accommodation, pupil diameter and myopia , 2009, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[26]  J. Wallman,et al.  Local retinal regions control local eye growth and myopia. , 1987, Science.

[27]  L. Hainline,et al.  Calibration of the Hirschberg test in human infants. , 1994, Investigative ophthalmology & visual science.

[28]  D. Mutti,et al.  Refractive error, axial length, and relative peripheral refractive error before and after the onset of myopia. , 2007, Investigative ophthalmology & visual science.

[29]  Earl L. Smith,et al.  Optical treatment strategies to slow myopia progression: effects of the visual extent of the optical treatment zone. , 2013, Experimental eye research.

[30]  D. Troilo,et al.  Imposed Anisometropia, Accommodation, and Regulation of Refractive State , 2009, Optometry and vision science : official publication of the American Academy of Optometry.

[31]  Adrian Glasser,et al.  Influence of amplitude and starting point on accommodative dynamics in humans. , 2005, Investigative ophthalmology & visual science.

[32]  R. Aslin Development of binocular fixation in human infants. , 1977, Journal of experimental child psychology.

[33]  Mark Mon-Williams,et al.  Natural problems for stereoscopic depth perception in virtual environments , 1995, Vision Research.

[34]  S. Saw,et al.  A synopsis of the prevalence rates and environmental risk factors for myopia , 2003, Clinical & experimental optometry.

[35]  Neil A. Dodgson,et al.  Variation and extrema of human interpupillary distance , 2004, IS&T/SPIE Electronic Imaging.

[36]  T. Teasdale,et al.  DEGREE OF MYOPIA IN RELATION TO INTELLIGENCE AND EDUCATION LEVEL , 1988, The Lancet.

[37]  James S. Wolffsohn,et al.  Target spatial frequency determines the response to conflicting defocus- and convergence-driven accommodative stimuli , 2006, Vision Research.

[38]  S K Rushton,et al.  Developing visual systems and exposure to virtual reality and stereo displays: some concerns and speculations about the demands on accommodation and vergence. , 1999, Applied ergonomics.

[39]  A Roorda,et al.  Slope-based eccentric photorefraction: theoretical analysis of different light source configurations and effects of ocular aberrations. , 1997, Journal of the Optical Society of America. A, Optics, image science, and vision.

[40]  R. Held,et al.  Accommodation, Accommodative Convergence, and Response AC/A Ratios Before and at the Onset of Myopia in Children , 2005, Optometry and vision science : official publication of the American Academy of Optometry.

[41]  B. Jiang Integration of a sensory component into the accommodation model reveals differences between emmetropia and late-onset myopia. , 1997, Investigative ophthalmology & visual science.

[42]  F. Schaeffel,et al.  Inter‐individual variability in the dynamics of natural accommodation in humans: relation to age and refractive errors. , 1993, The Journal of physiology.

[43]  Hirohiko Kakizaki,et al.  Prevalence of myopia and its association with body stature and educational level in 19-year-old male conscripts in seoul, South Korea. , 2012, Investigative ophthalmology & visual science.

[44]  S. Pensiero,et al.  Saccadic eye movement conjugation in children , 1995, Vision Research.

[45]  Quan Huynh-Thu,et al.  Effect of the accommodation-vergence conflict on vergence eye movements , 2014, Vision Research.

[46]  Agostino Gibaldi,et al.  Evaluation of the Tobii EyeX Eye tracking controller and Matlab toolkit for research , 2016, Behavior Research Methods.

[47]  Karla Zadnik,et al.  Peripheral defocus and myopia progression in myopic children randomly assigned to wear single vision and progressive addition lenses. , 2013, Investigative ophthalmology & visual science.

[48]  Paul Mitchell,et al.  Myopia, lifestyle, and schooling in students of Chinese ethnicity in Singapore and Sydney. , 2008, Archives of ophthalmology.

[49]  Kevin J. MacKenzie,et al.  Accommodation to multiple-focal-plane displays: Implications for improving stereoscopic displays and for accommodation control. , 2010, Journal of vision.

[50]  Pablo Artal,et al.  Peripheral optical errors and their change with accommodation differ between emmetropic and myopic eyes. , 2009, Journal of vision.

[51]  J Turkel,et al.  Extreme myopia produced by modest change in early visual experience. , 1978, Science.

[52]  James Gao,et al.  High-speed switchable lens enables the development of a volumetric stereoscopic display. , 2009, Optics express.

[53]  D. Mutti,et al.  Parental history of myopia, sports and outdoor activities, and future myopia. , 2007, Investigative ophthalmology & visual science.

[54]  N. Strang,et al.  Refractive group differences in accommodation microfluctuations with changing accommodation stimulus , 2006, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[55]  D. Atchison,et al.  The eye and visual optical instruments: Frontmatter , 1997 .

[56]  K. Schmid,et al.  Differences in the accommodation stimulus response curves of adult myopes and emmetropes: a summary and update , 2015, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[57]  T. Lim,et al.  Does Education Explain Ethnic Differences in Myopia Prevalence? A Population-Based Study of Young Adult Males in Singapore , 2001, Optometry and vision science : official publication of the American Academy of Optometry.

[58]  G L van der Heijde,et al.  Age-Related Changes in the Accommodation Mechanism , 1996, Optometry and vision science : official publication of the American Academy of Optometry.

[59]  Elise Harb,et al.  Characteristics of accommodative behavior during sustained reading in emmetropes and myopes , 2006, Vision Research.

[60]  Manuela Chessa,et al.  The Perceptual Quality of the Oculus Rift for Immersive Virtual Reality , 2019, Hum. Comput. Interact..

[61]  Peter J. Bex,et al.  Blur perception throughout the visual field in myopia and emmetropia , 2017, Journal of vision.

[62]  Donald H. House,et al.  Reducing visual discomfort of 3D stereoscopic displays with gaze-contingent depth-of-field , 2014, SAP.

[63]  Adrian Glasser,et al.  Age-related changes in accommodative dynamics from preschool to adulthood. , 2010, Investigative ophthalmology & visual science.

[64]  Claire C. Gordon,et al.  2012 Anthropometric Survey of U.S. Army Personnel: Methods and Summary Statistics , 2014 .

[65]  Andreas Hartwig,et al.  Accommodative response to peripheral stimuli in myopes and emmetropes , 2011, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[66]  W N Charman,et al.  Fluctuations in accommodation: a review , 1988, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[67]  R. Held,et al.  A dynamic relationship between myopia and blur-driven accommodation in school-aged children , 1995, Vision Research.

[68]  Leslie Hyman,et al.  Accommodation and related risk factors associated with myopia progression and their interaction with treatment in COMET children. , 2004, Investigative ophthalmology & visual science.

[69]  M. Mon-Williams,et al.  Binocular vision in a virtual world: visual deficits following the wearing of a head‐mounted display , 1993, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[70]  D B Henson,et al.  Oculomotor adaptation to induced heterophoria and anisometropia. , 1982, Investigative ophthalmology & visual science.

[71]  M Millodot,et al.  THE EFFECT OF REFRACTIVE ERROR ON THE ACCOMMODATIVE RESPONSE GRADIENT * , 1986, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[72]  T. Candy,et al.  Empirical variability in the calibration of slope-based eccentric photorefraction. , 2013, Journal of the Optical Society of America. A, Optics, image science, and vision.

[73]  John T. McConville,et al.  Anthropometric Survey of U.S. Army Personnel: Methods and Summary Statistics 1988 , 1989 .

[74]  José M González-Méijome,et al.  Changes in Peripheral Refraction, Higher-Order Aberrations, and Accommodative Lag With a Radial Refractive Gradient Contact Lens in Young Myopes , 2016, Eye & contact lens.

[75]  D. Goss Clinical Accommodation and Heterophoria Findings Preceding Juvenile Onset of Myopia , 1991, Optometry and vision science : official publication of the American Academy of Optometry.

[76]  D G Pelli,et al.  The VideoToolbox software for visual psychophysics: transforming numbers into movies. , 1997, Spatial vision.

[77]  Padmaja Sankaridurg,et al.  Influence of accommodation on off-axis refractive errors in myopic eyes. , 2009, Journal of vision.

[78]  G. L. Van Der Heijde,et al.  In vivo determination of the biomechanical properties of the component elements of the accommodation mechanism , 1994, Vision Research.

[79]  Matthew P Cufflin,et al.  Effect of blur adaptation on blur sensitivity and discrimination in emmetropes and myopes. , 2007, Investigative ophthalmology & visual science.

[80]  Earl L. Smith,et al.  Effects of foveal ablation on the pattern of peripheral refractive errors in normal and form-deprived infant rhesus monkeys (Macaca mulatta). , 2011, Investigative ophthalmology & visual science.

[81]  Howard C. Howland,et al.  Chromatic aberration and accommodation: their role in emmetropization in the chick , 1993, Vision Research.

[82]  Manuela Chessa,et al.  The (In)Effectiveness of Simulated Blur for Depth Perception in Naturalistic Images , 2015, PloS one.

[83]  Jonathan Winawer,et al.  Homeostasis of Eye Growth and the Question of Myopia , 2012, Neuron.

[84]  R. Held,et al.  Visual Accommodation in Human Infants , 1965, Science.

[85]  David Coats,et al.  Effects of foveal ablation on emmetropization and form-deprivation myopia. , 2007, Investigative ophthalmology & visual science.

[86]  R. Held,et al.  Myopic children show insufficient accommodative response to blur. , 1993, Investigative ophthalmology & visual science.

[87]  F. A. Miles,et al.  Changes in the Coupling between Accommodation and Vergence Eye Movements Induced in Human Subjects by Altering the Effective Interocular Separation , 1985, Perception.

[88]  David A. Berntsen,et al.  Accommodative lag and juvenile-onset myopia progression in children wearing refractive correction , 2011, Vision Research.

[89]  Paul Gifford,et al.  The Future of Myopia Control Contact Lenses , 2016, Optometry and vision science : official publication of the American Academy of Optometry.

[90]  Z. Kapoula,et al.  Binocular coordination of saccades at far and at near in children and in adults. , 2003, Journal of vision.

[91]  S. Judge,et al.  Ocular development and visual deprivation myopia in the common marmoset (Callithrix jacchus) , 1993, Vision Research.

[92]  Miguel A. Nacenta,et al.  Depth perception with gaze-contingent depth of field , 2014, CHI.

[93]  D H Brainard,et al.  The Psychophysics Toolbox. , 1997, Spatial vision.

[94]  Tien Yin Wong,et al.  Prevalence of refractive error in Singaporean Chinese children: the strabismus, amblyopia, and refractive error in young Singaporean Children (STARS) study. , 2010, Investigative ophthalmology & visual science.

[95]  S. Brodie Photographic calibration of the Hirschberg test. , 1987, Investigative ophthalmology & visual science.

[96]  R. Jones Do women and myopes have larger pupils? , 1990, Investigative ophthalmology & visual science.

[97]  P. Riddell,et al.  Variability of the Accommodation Response in Early Onset Myopia , 2008, Optometry and vision science : official publication of the American Academy of Optometry.

[98]  N. Jacobsen,et al.  Genetic and environmental effects on myopia development and progression , 2014, Eye.

[99]  Richard A Stone,et al.  Nearwork in early-onset myopia. , 2002, Investigative ophthalmology & visual science.

[100]  E. Indeĭkin,et al.  [Prevention and treatment of myopia]. , 1987, Fel'dsher i akusherka.

[101]  H C Howland,et al.  Laboratory, Clinical, and Kindergarten Test of a New Eccentric Infrared Photorefractor (PowerRefractor) , 2000, Optometry and vision science : official publication of the American Academy of Optometry.

[102]  David M. Hoffman,et al.  Vergence-accommodation conflicts hinder visual performance and cause visual fatigue. , 2008, Journal of vision.

[103]  L. Gray,et al.  Retinotopic accommodation responses in myopia. , 2003, Investigative ophthalmology & visual science.

[104]  Bin Wang,et al.  Conceptual model of human blur perception , 2007, Vision Research.

[105]  H. Price,et al.  The Cambridge Anti-Myopia Study: Variables Associated with Myopia Progression , 2013, Optometry and vision science : official publication of the American Academy of Optometry.

[106]  K Ukai,et al.  Amount of defocus is not used as an error signal in the control system of accommodation dynamics , 1997, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[107]  N C Strang,et al.  Differences in the accommodation stimulus response curves of adult myopes and emmetropes , 1998, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[108]  Sheng Liu,et al.  A Novel Prototype for an Optical See-Through Head-Mounted Display with Addressable Focus Cues , 2010, IEEE Transactions on Visualization and Computer Graphics.

[109]  J Semmlow,et al.  Dynamic contributions of the components of binocular vergence. , 1979, Journal of the Optical Society of America.

[110]  Interventions to slow progression of myopia in children. , 2020, The Cochrane database of systematic reviews.

[111]  M. Millodot The effect of refractive error on the accommodative response gradient: a summary and update , 2015, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[112]  G Gazzard,et al.  Outdoor activity and myopia in Singapore teenage children , 2009, British Journal of Ophthalmology.

[113]  M Rosenfield,et al.  Blur sensitivity in myopes. , 1999, Optometry and vision science : official publication of the American Academy of Optometry.

[114]  Yann Gousseau,et al.  The dead leaves model: a general tessellation modeling occlusion , 2006, Advances in Applied Probability.

[115]  H. Price,et al.  Aberration control and vision training as an effective means of improving accommodation in individuals with myopia. , 2009, Investigative ophthalmology & visual science.

[116]  Matthew P. Cufflin,et al.  Effect of correction of aberration dynamics on chaos in human ocular accommodation. , 2013, Optics letters.

[117]  Edwin S. Dalmaijer,et al.  Is the low-cost EyeTribe eye tracker any good for research? , 2014 .

[118]  M. Bullimore,et al.  Steady-state accommodation and ocular biometry in late-onset myopia , 2004, Documenta Ophthalmologica.

[119]  J. Gwiazda,et al.  Children's Refractions and Visual Activities in the School Year and Summer , 2010, Optometry and vision science : official publication of the American Academy of Optometry.

[120]  Erik Blaser,et al.  Retinal blur and the perception of egocentric distance. , 2010, Journal of vision.

[121]  T. Wiesel,et al.  Myopia and eye enlargement after neonatal lid fusion in monkeys , 1977, Nature.

[122]  J. Rada,et al.  The sclera and myopia. , 2006, Experimental eye research.

[123]  Manuela Chessa,et al.  Simulated disparity and peripheral blur interact during binocular fusion. , 2014, Journal of vision.

[124]  F A Miles,et al.  Optically induced changes in the couplings between vergence and accommodation , 1987, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[125]  W. Charman,et al.  Effect of target spatial frequency on accommodative response in myopes and emmetropes. , 2009, Journal of vision.

[126]  Ann B. Lee Occlusion Models for Natural Images : A Statistical Study of a Scale-Invariant Dead Leaves Model , 2001 .

[127]  Paul Mitchell,et al.  Outdoor activity reduces the prevalence of myopia in children. , 2008, Ophthalmology.