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Yu B, Liu L, Yang N, Zhao L, Wu H. Assessment of autostereoscopic perception using artificial intelligence-enhanced face tracking technology. PLoS One 2024; 19:e0312153. [PMID: 39418283 PMCID: PMC11486382 DOI: 10.1371/journal.pone.0312153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 10/02/2024] [Indexed: 10/19/2024] Open
Abstract
PURPOSE Stereopsis, the ability of humans to perceive depth through distinct visual stimuli in each eye, is foundational to autostereoscopic technology in computing. However, ensuring stable head position during assessments has been challenging. This study evaluated the utility of artificial intelligence (AI)-enhanced face tracking technology in overcoming this challenge by ensuring that each eye consistently receives its intended image. METHODS The Lume Pad 2, an autostereoscopic tablet with AI-enhanced face tracking, was utilized to simulate quantitative parts of the Stereo Fly test and TNO Stereotests for contour and random dot stereopsis. The study recruited 30 children (14 males and 16 females, mean age of 9.2 ± 0.3 years, age range of 6-12 years) and 30 adults (10 males and 20 females, mean age of 29.4 ± 1.0 years, age range of 21-42 years) to assess the tablet's inter-session reliability. Agreement between conventional and the autostereoscopic tablet-simulated stereotests was tested in a larger group of 181 children (91 males and 90 females, mean age of 9.1 ± 0.4 years, age range of 6-12 years) and 160 adults (69 males and 91 females, mean age of 38.6 ± 2.1 years, age range of 21-65 years). Inter-session reliability and agreement were analyzed using weighted Kappa coefficient and non-parametric Bland-Altman analysis. RESULTS The autostereoscopic tablet demonstrated high inter-session reliability (κ all > 0.80), except for the simulated TNO Stereotest in adults, which demonstrated moderate inter-session reliability (κ = 0.571). Non-parametric Bland-Altman analysis revealed zero median differences, confirming consistent inter-session reliability. Similar patterns were observed in comparing AI-based and conventional methods, with both the weighted Kappa coefficient (κ all > 0.80) and non-parametric Bland-Altman analysis indicating significant agreement. The agreement between methodologies was confirmed by permissible differences, which were smaller than the minimum step range. CONCLUSION The integration of AI-based autostereoscopic technology with sub-pixel precision demonstrates significant potential for clinical stereopsis measurements.
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Affiliation(s)
- Bo Yu
- Department of Optometry, The Second Hospital of Jilin University, Changchun, China
| | - Lu Liu
- Department of Optometry, The Second Hospital of Jilin University, Changchun, China
| | - Ning Yang
- Department of Optometry, The Second Hospital of Jilin University, Changchun, China
| | - Lingzhi Zhao
- Department of Optometry, The Second Hospital of Jilin University, Changchun, China
| | - Huang Wu
- Department of Optometry, The Second Hospital of Jilin University, Changchun, China
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Mena-Guevara KJ, de Fez D, Molina-Martín A, Piñero DP. Binocular vision measurements with a new online digital platform: comparison with conventional clinical measures. Clin Exp Optom 2024; 107:716-722. [PMID: 37944504 DOI: 10.1080/08164622.2023.2277880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 10/22/2023] [Accepted: 10/27/2023] [Indexed: 11/12/2023] Open
Abstract
CLINICAL RELEVANCE New digital systems are being developed for evaluating different aspects of the visual function, such as binocularity, and it is important to know their real performance in clinical practice in order to use them appropriately. BACKGROUND The aim was to compare binocular vision measures obtained with an online digital platform with conventional measures using prisms and printed tests. METHODS Prospective study enrolling 49 healthy patients (mean age: 35.5 ± 13.6 years). A complete visual examination was performed including measurement of near phoria (cover test), negative fusional vergence (NFV) and positive fusional vergence (PFV) ranges (prism bar), and stereopsis (24 patients Randot Stereo Test and 25 patients TNO Random Dot Test 19th edition). These same parameters were also measured with the Bynocs system (Kanohi Eye Pvt Ltd). Bland - Altman plots were used to analyse the agreement between methods. RESULTS Digital measurement of near phoria was significantly lower than that obtained with the cover test, with a median difference (MD) of 4.71 (-0.07-20.07) prism dioptres (pd) (p < 0.001). No significant differences were found between Bynocs and prism bar methods in NFV break (MD 2.00, range -21-26 pd, p = 0.584) and recovery points (MD 0.00, range -16-24 pd, p = .571). Near PFV were significantly lower with Bynocs (break: MD -9.00, range -38-12 pd; recovery: MD -14.00, range -43-20 pd; p < 0.001). Bynocs stereoacuity threshold was significantly lower than that obtained with TNO (p = 0.004), but significantly higher compared to Randot (p < 0.001). Large and clinically relevant confidence intervals for the comparison between digital and conventional measures were detected in Passing-Bablok analysis. CONCLUSIONS Digital measures of near phoria, NFV, PFV, and stereopsis with the Bynocs platform cannot be used interchangeably with conventional measures. The normal ranges of normality for this new tool are defined.
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Affiliation(s)
- Kevin J Mena-Guevara
- Department of Optics, Pharmacology and Anatomy, University of Alicante, Alicante, Spain
| | - Dolores de Fez
- Department of Optics, Pharmacology and Anatomy, University of Alicante, Alicante, Spain
| | - Ainhoa Molina-Martín
- Department of Optics, Pharmacology and Anatomy, University of Alicante, Alicante, Spain
| | - David P Piñero
- Department of Optics, Pharmacology and Anatomy, University of Alicante, Alicante, Spain
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Funayama M, Hojo T, Nakagawa Y, Kurose S, Koreki A. Investigating the Link Between Subjective Depth Perception Deficits and Objective Stereoscopic Vision Deficits in Individuals With Acquired Brain Injury. Cogn Behav Neurol 2024; 37:82-95. [PMID: 38682873 DOI: 10.1097/wnn.0000000000000369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Accepted: 01/03/2024] [Indexed: 05/01/2024]
Abstract
Individuals with acquired brain injury have reported subjective complaints of depth perception deficits, but few have undergone objective assessments to confirm these deficits. As a result, the literature currently lacks reports detailing the correlation between subjective depth perception deficits and objective stereoscopic vision deficits in individuals with acquired brain injury, particularly those cases that are characterized by a clearly defined lesion. To investigate this relationship, we recruited three individuals with acquired brain injury who experienced depth perception deficits and related difficulties in their daily lives. We had them take neurologic, ophthalmological, and neuropsychological examinations. We also had them take two types of stereoscopic vision tests: a Howard-Dolman-type stereoscopic vision test and the Topcon New Objective Stereo Test. Then, we compared the results with those of two control groups: a group with damage to the right hemisphere of the brain and a group of healthy controls. Performance on the two stereoscopic vision tests was severely impaired in the three patients. One of the patients also presented with cerebral diplopia. We identified the potential neural basis of these deficits in the cuneus and the posterior section of the superior parietal lobule, which play a role in vergence fusion and are located in the caudal region of the dorso-dorsal visual pathway, which is known to be crucial not only for visual spatial perception, but also for reaching, grasping, and making hand postures in the further course of that pathway.
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Affiliation(s)
- Michitaka Funayama
- Department of Neuropsychiatry, Ashikaga Red Cross Hospital, Ashikaga, Japan
- Department of Rehabilitation, Edogawa Hospital, Tokyo, Japan
- Department of Neuropsychiatry, Keio University School of Medicine, Tokyo, Japan
| | - Tomohito Hojo
- Department of Rehabilitation, Edogawa Hospital, Tokyo, Japan
- Department of Rehabilitation, National Rehabilitation Center for Persons with Disabilities, Tokorozawa, Japan
| | | | - Shin Kurose
- Department of Neuropsychiatry, Ashikaga Red Cross Hospital, Ashikaga, Japan
- Department of Neuropsychiatry, Keio University School of Medicine, Tokyo, Japan
- Department of Psychiatry, National Hospital Organization Shimofusa Psychiatric Medical Center, Chiba, Japan
| | - Akihiro Koreki
- Department of Neuropsychiatry, Ashikaga Red Cross Hospital, Ashikaga, Japan
- Department of Psychiatry, National Hospital Organization Shimofusa Psychiatric Medical Center, Chiba, Japan
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Mehta J, O'Connor A. Test retest variability in stereoacuity measurements. Strabismus 2023; 31:188-196. [PMID: 37705215 DOI: 10.1080/09273972.2023.2252853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/15/2023]
Abstract
Background: A clinician's choice of stereotest is influenced by the robustness of the measurement, in terms of sensitivity, specificity and test-retest variability. In relation to the latter aspect, there are limited data on the test-retest variability of these new tests and how they compare to the more commonly used stereotests. Therefore, the aim of the study was to determine the test-retest variability of four different measures of stereoacuity (TNO, Frisby, Lang Stereopad and Asteroid (Accurate STEReotest On a mobIle Device)) and to compare the stereoacuity measurements between the tests in an adult population. Methods: Stereoacuity was measured twice using TNO, Frisby, Lang Stereopad and Asteroid. Inclusion criteria included adult participants (18 years and older), no known ophthalmic condition and VA (Visual Acuity) equal to or better than 0.3 logMAR (Logarithm of the Minimum Angle of Resolution) with interocular difference of less than 0.2 logMAR. Bland-Altman analysis was used to assess agreement within and between stereotests. Differences in stereo thresholds were compared using signed Wilcoxon tests. Results: Fifty-four adults (male: 23 and female: 31) with VA equal to or better than 0.3 logMAR in either eye and interocular difference less than 0.2 logMAR were assessed (mean age: 38 years, SD: 12.7, range: 18-72). The test-retest variability of all the clinical stereotests, with the exception of the Lang Stereopad (p = .03, Wilcoxon signed-rank test), was clinically insignificant as the mean bias was equal or less than 0.06 log seconds of arc (equivalent to 1.15 seconds of arc). While the Asteroid test had the smallest variation between repeated measures (mean bias: -0.01 log seconds of arc), the Frisby and Lang Stereopad tests had the narrowest and widest limits of agreement respectively. When comparing results between tests, the biggest mean bias was between Frisby and Lang Stereopad (-0.62 log seconds of arc), and 64.8% and 31.5% of differences were in the medium (21-100" of arc) and larger (>100" of arc) ranges respectively. Conclusion: The TNO and Frisby tests have good reliability but measure stereoacuity over a narrower range compared to the Asteroid which shows less variation on repeated testing but has a larger testing range. The data reported here show varying degrees of agreement in a cohort of visually normal participants, and further investigation is required to determine if there is further variability when stereoacuity is reduced.
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Posselt BN, Seemiller E, Winterbottom M, Baber C, Hadley S. A Digital Alternative to the TNO Stereo Test to Qualify Military Aircrew. Aerosp Med Hum Perform 2022; 93:846-854. [PMID: 36757245 DOI: 10.3357/amhp.6111.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
INTRODUCTION: Stereopsis is usually required in military aviators and may become increasingly important with reliance on newer technologies such as binocular Helmet-Mounted Displays (HMDs) and stereo displays. The current stereo test used to qualify UK military aircrew (TNO test) has many limitations. To address these limitations, two computer-based digital versions of a random dot stereogram (RDS) were developed: a static version (dRDS-S), and a version in which the dots appear to move dynamically within the depth plane (dRDS-D), both capable of measuring stereo acuity to threshold.METHODS: There were 41 participants who performed all 3 stereo tests, TNO and both digital dRDS tests, on two separate occasions.RESULTS: The best (lowest) mean stereo acuity threshold was measured with dRDS-S (33.79 arcseconds, range 12.64-173) and the worst mean stereo acuity thresholds were measured with the TNO test (91 arcseconds, range 60-240). Both dRDS tests were strongly correlated, but neither correlated with the TNO test. Both dRDS tests were more reliable, as indicated with tighter limits of agreement.DISCUSSION: With a large floor effect at 60 arcseconds, the TNO test was unable to characterize any finer degree of stereo acuity. Both dRDS tests demonstrated better test-retest reliability and addressed many of the limitations seen with the TNO test. The dRDS tests were not correlated with the TNO test, which suggests that the TNO test does not provide the accuracy or reliability for use as a meaningful aeromedical screening test. The dRDS tests will enable research to investigate the relationship between stereo acuity and operational performance.Posselt BN, Seemiller E, Winterbottom M, Baber C, Hadley S. A digital alternative to the TNO stereo test to qualify military aircrew. Aerosp Med Hum Perform. 2022; 93(12):846-854.
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Liu F, Zhao J, Han T, Shen Y, Li M, Liu J, Yang D, Fang Y, Yan L, Zhou X. Screening for Stereopsis Using an Eye-Tracking Glasses-Free Display in Adults: A Pilot Study. Front Med (Lausanne) 2022; 8:814908. [PMID: 35118100 PMCID: PMC8804875 DOI: 10.3389/fmed.2021.814908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 12/27/2021] [Indexed: 12/03/2022] Open
Abstract
Purpose: To explore the feasibility and repeatability of a novel glasses-free display combined with random-dot stimulus and eye-tracking technology for screening stereopsis in adults. Methods: A total of 74 patients aged 18–44 years were recruited in this study (male: female, 32:42), including 33 patients with high myopia [≤ -6.0 diopters (D)] and 41 patients with moderate-to-low myopia (>-6.0 D). Stereopsis was measured using glasses-free, polarized, and Titmus stereotests. All patients completed a visual fatigue questionnaire after the polarized stereotest and glasses-free test. Kendall's W and Cohen's Kappa tests were used to evaluate repeatability and consistency of the glasses-free stereotest. Results: The stereotest results using the glasses-free monitor showed strong repeatability in the three consecutive tests (W = 0.968, P < 0.01) and good consistency with the polarized stereotest and Titmus test results (vs. polarization: Kappa = 0.910, P < 0.001; vs. Titmus: Kappa = 0.493, P < 0.001). Stereopsis levels of the high myopia group were significantly poorer than those of the moderate-to-low myopia group in three stereotest monitors (all P < 0.05). There was no significant difference in visual fatigue level between the polarized and the glasses-free display test (P = 0.72). Compared with the polarized test, 56.76% of patients preferred the glasses-free display and found it more comfortable, 20.27% reported both tests to be acceptable. Conclusions: In our adult patients, the new eye-tracking glasses-free display system feasibly screened stereopsis with good repeatability, consistency, and patient acceptance.
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Affiliation(s)
- Fang Liu
- Department of Ophthalmology and Optometry, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- National Health Commission Key Laboratory of Myopia (Fudan University), Key Laboratory of Myopia, Chinese Academy of Medical Sciences, Shanghai, China
- Shanghai Research Center of Ophthalmology and Optometry, Shanghai, China
| | - Jing Zhao
- Department of Ophthalmology and Optometry, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- National Health Commission Key Laboratory of Myopia (Fudan University), Key Laboratory of Myopia, Chinese Academy of Medical Sciences, Shanghai, China
- Shanghai Research Center of Ophthalmology and Optometry, Shanghai, China
| | - Tian Han
- Department of Ophthalmology and Optometry, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- National Health Commission Key Laboratory of Myopia (Fudan University), Key Laboratory of Myopia, Chinese Academy of Medical Sciences, Shanghai, China
- Shanghai Research Center of Ophthalmology and Optometry, Shanghai, China
| | - Yang Shen
- Department of Ophthalmology and Optometry, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- National Health Commission Key Laboratory of Myopia (Fudan University), Key Laboratory of Myopia, Chinese Academy of Medical Sciences, Shanghai, China
- Shanghai Research Center of Ophthalmology and Optometry, Shanghai, China
| | - Meng Li
- Department of Ophthalmology and Optometry, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- National Health Commission Key Laboratory of Myopia (Fudan University), Key Laboratory of Myopia, Chinese Academy of Medical Sciences, Shanghai, China
- Shanghai Research Center of Ophthalmology and Optometry, Shanghai, China
| | - Jingrong Liu
- Department of Ophthalmology and Optometry, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
| | - Dong Yang
- Department of Ophthalmology and Optometry, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- National Health Commission Key Laboratory of Myopia (Fudan University), Key Laboratory of Myopia, Chinese Academy of Medical Sciences, Shanghai, China
- Shanghai Research Center of Ophthalmology and Optometry, Shanghai, China
| | - Yong Fang
- Shanghai EVIS Technology Co., Ltd., Shanghai, China
| | - Li Yan
- National Engineering Research Center for Healthcare Devices, Guangzhou, China
| | - Xingtao Zhou
- Department of Ophthalmology and Optometry, Eye, Ear, Nose, and Throat Hospital, Fudan University, Shanghai, China
- National Health Commission Key Laboratory of Myopia (Fudan University), Key Laboratory of Myopia, Chinese Academy of Medical Sciences, Shanghai, China
- Shanghai Research Center of Ophthalmology and Optometry, Shanghai, China
- *Correspondence: Xingtao Zhou
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Effect of Luminance and Contrast Variation on Stereoacuity Measurements Using Smartphone Technology. J Ophthalmol 2022; 2021:5258782. [PMID: 34976407 PMCID: PMC8718285 DOI: 10.1155/2021/5258782] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 12/01/2021] [Accepted: 12/02/2021] [Indexed: 11/17/2022] Open
Abstract
Owing to the limitations of printed stereoacuity tests, the effects of luminance and contrast on stereopsis have not yet been sufficiently investigated, despite its important implications in designing stereoacuity measuring instruments, particularly for electronic devices. A stereopsis measurement system was established using two 4 K smartphones and a phoropter to evaluate the effects of luminance and contrast variations on the stereoacuity test. Seventeen young subjects with normal visual acuity and stereopsis were recruited. Two types of test symbols, contour-based and random-dot-based, were used in the experiment. Four series tests were established with different maximum brightness values, including 240 lux, 120 lux, 60 lux, and 30 lux. Each series test contained 19 pages with different contrasts between 95% and 5% and was calculated using the Michelson contrast formula. No significant difference was found for both contour-based and random-dot-based stereograms in any of the contrast groups with different maximum brightness. Similarly, no significant difference was found between contour-based and random-dot-based patterns under different contrasts of above 35%. As the contrast decreased below 30%, the stereopsis was significantly better in the contour-based pattern than in the random-dot-based pattern for some degrees of contrast. The luminance and contrast of the digital display are not critical factors for stereoacuity under normal circumstances. This implies that a standard monitor with a certain 3D technology can be used to measure the stereoacuity threshold without calibrating the luminance and contrast.
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Evaluating the Mechanism by Which the TNO Stereo Test Overestimates Stereo Thresholds. J Ophthalmol 2021; 2021:6665638. [PMID: 33532093 PMCID: PMC7834831 DOI: 10.1155/2021/6665638] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 01/05/2021] [Accepted: 01/07/2021] [Indexed: 12/04/2022] Open
Abstract
Several studies have revealed that results of the TNO stereo test may overestimate the stereoacuity value (the less the better) compared with other testing measurements. The manner in which vision is divided among two eyes of a person wearing anaglyph glasses may play an important role. This study aimed to examine the effect of anaglyph glasses on stereopsis measurements. A stereopsis measurement system using a phoropter and two Sony smartphones was established. Four types of test patterns, including the original TNO stereo test pictures, isoluminant red-green pictures, grayscale pictures, and black and white dots pictures, were designed. A total of 32 participants were recruited for this study. A significant difference was found among the four groups (Friedman test, chi-square = 50.985, P < 0.001). The Wilcoxon signed-rank test was used to detect differences between the groups. The stereoacuity of the original TNO group was significantly worse than those of the isoluminant, grayscale, and black-white groups. However, no significant difference was found between the isoluminant and grayscale groups. The correlation coefficient between the original TNO and isoluminant groups was 0.952 (Spearman's rho, P < 0.001; 95% confidence interval (CI), 0.901–0.988), while that between the original and grayscale groups was 0.771 (Spearman's rho, P < 0.001; 95% CI, 0.550–0.916). Anaglyph glasses played an important role in determining the stereoacuity values with the TNO stereo test, and the results were overestimated when compared with that of the other testing methods. The imbalance of chroma and luminance between the two eyes caused by the anaglyph glasses was indicated as one of the reasons for the overestimation of stereo thresholds.
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Posselt BN, Winterbottom M. Are new vision standards and tests needed for military aircrew using 3D stereo helmet-mounted displays? BMJ Mil Health 2020; 167:442-445. [PMID: 32474437 DOI: 10.1136/bmjmilitary-2020-001493] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 05/08/2020] [Accepted: 05/13/2020] [Indexed: 11/04/2022]
Abstract
Visual standards for military aviators were historically set in the 1920s with requirements based on the visual systems of aircraft at the time, and these standards have changed very little despite significant advances in aircraft technology. Helmet-mounted displays (HMDs) today enable pilots to keep their head out of the cockpit while flying and can be monocular, biocular or binocular in design. With next generation binocular HMDs, flight data can be displayed in three-dimensional stereo to declutter information presented, improving search times and potentially improve overall performance further. However, these new visually demanding technologies place previously unconsidered stresses on the human visual system. As such, new medical vision standards may be required for military aircrew along with improved testing methods to accurately characterise stereo acuity.
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Affiliation(s)
- Bonnie Noeleen Posselt
- Operational Based Vision Assessment (OBVA) laboratory, 711th HPW, Wright-Patterson AFB, Ohio, USA .,Royal Air Force Centre of Aviation Medicine, Henlow, UK
| | - M Winterbottom
- Operational Based Vision Assessment (OBVA) laboratory, 711th HPW, Wright-Patterson AFB, Ohio, USA
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Zhao L, Zhang Y, Wu H, Xiao J. The difference of distance stereoacuity measured with different separating methods. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:468. [PMID: 32395512 PMCID: PMC7210188 DOI: 10.21037/atm.2020.03.73] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background The majority of tests to evaluate stereopsis should separate two eyes first. Whether different binocular separating manner may affect the test result of stereopsis is the main purpose of this study. Red-green anaglyphs, polarized light technology, active shutter 3D system, and auto-stereoscopic technique were chosen to evaluate distance stereoacuity. Methods Red-green anaglyphs test system was established with an ASUS laptop with the aid of TNO Stereotest glasses. Active shutter 3D system was set up with the same ASUS laptop with the aid of NVidia 3D Vision 2 Wireless Glasses Kit. The polarized 3D system adopted the AOC display. A Samsung naked-eye 3D laptop was used to set up an auto-stereoscopic system. Thirty subjects were recruited. Distance stereoacuity was measured with those computer systems. Results The auto-stereoscopic system was failed to measure distance stereopsis. A significant difference was found among red-green anaglyphs, polarized 3D system, and active shutter 3D system (Friedman Test, Chi-square =48.713, P<0.001). No significant difference was found between the polarized 3D system and an active shutter 3D system (Z=-1.134, P=0.257). The stereoacuity of the red-green glasses test was significantly worse than those of the other two test systems (versus shutter 3D test, Z=-4.553, P<0.001; versus polarized 3D test, Z=-4.618, P<0.001). Conclusions Different separating methods may affect the test result of distance stereopsis.
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Affiliation(s)
- Lingzhi Zhao
- Department of Medical Equipment, the Second Hospital of Jilin University, Changchun 130041, China
| | - Yu Zhang
- Department of Optometry, the Second Hospital of Jilin University, Changchun 130041, China
| | - Huang Wu
- Department of Optometry, the Second Hospital of Jilin University, Changchun 130041, China
| | - Jun Xiao
- Department of Medical Retina, the Second Hospital of Jilin University, Changchun 130041, China
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Screening for Stereopsis of Children Using an Autostereoscopic Smartphone. J Ophthalmol 2019; 2019:1570309. [PMID: 31781370 PMCID: PMC6875324 DOI: 10.1155/2019/1570309] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Accepted: 09/30/2019] [Indexed: 01/21/2023] Open
Abstract
Background The advantage of using an autostereoscopic smartphone is that it can achieve 3D effects without the need for glasses. The purpose of this study was to evaluate whether this technology could be utilized to detect stereoacuity. Methods An autostereoscopic smartphone was used to imitate Lang stereotest I & II, Pass Test 3, Dinosaur Stereoacuity Test, and the Random Dot Stereo Acuity Test to screen the stereopsis of children from 3–6 years old. Results No significant difference was found between each pair of groups (autostereoscopic smartphone vs. Lang stereotest I, Lang stereotest II, Pass Test 3, Dinosaur Stereoacuity Test, and Random Dot Stereo Acuity Test, respectively; Wilcoxon signed-rank test, P value all >0.05). All of the weighted kappa were higher than 0.84. Therefore, all of the comparisons between measurements showed a high level of agreement. Conclusions The autostereoscopic smartphone is an effective tool when used for the screening of deficiency in stereopsis.
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Zhao L, Wu H. Stereoacuity measurement using an auto-stereoscopic smartphone. ANNALS OF TRANSLATIONAL MEDICINE 2019; 7:390. [PMID: 31555704 DOI: 10.21037/atm.2019.07.56] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background The purpose of having a naked eye 3D glasses-free smartphone is to achieve 3D effects without the need for glasses. The purpose of this study was to evaluate whether this technology could be utilized to measure stereoacuity. Methods A 2K auto-stereoscopic smartphone was used to imitate the quantitative section of Random Dot Stereo Acuity Test (contour based symbol) and Random Dot 3 Stereo Acuity Test (random dot based symbol) to measure the stereopsis of subjects. Results There was a high level of agreement between the two methods using Bland-Altman statistical analysis (vs. Random Dot Stereo Acuity Test, 95% limits of agreement ±1.29 arcseconds; vs. Random Dot 3 Stereo Acuity Test, 95% limits of the agreement also ±1.29 arcseconds). Conclusions The auto-stereoscopic smartphone is a useful tool to evaluate stereopsis.
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Affiliation(s)
- Lingzhi Zhao
- Department of Medical Equipment, the Second Hospital of Jilin University, Changchun 130041, China
| | - Huang Wu
- Department of Optometry, the Second Hospital of Jilin University, Changchun 130041, China
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Zhao L, Wu H. Effect of chromatic contrast on stereoacuity measurement with computer-aided three-dimensional technology. ANNALS OF TRANSLATIONAL MEDICINE 2019; 7:192. [PMID: 31205910 DOI: 10.21037/atm.2019.03.57] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background Various measurement tools are utilized to detect the stereopsis threshold in the clinic, but seldom of these involves chromatic information. Incorporating colorful elements into computer-aided, three-dimensional (3D) evaluation systems could help the tests appear more vivid and attractive. The aim of this study was to clarify the effect of different chromatic pair stereo targets on the stereoacuity result. Methods A total of 17 subjects with visual acuity in each eye of at least 0 logarithmic minimum angle of resolution (logMAR) and a stereoacuity of at least 32 second of arc (arcsec) were recruited. A 3D laptop with liquid crystal shutter glasses was used for evaluating stereoacuity. Thirteen pages were set including seven maximum color contrast pages and six isoluminant color contrast pages. Results In maximum color contrast pair, no significant difference was found among all seven experiments [six test groups and one reference group, one-way analysis of variance (ANOVA) test, F=0.995, P=0.493]. There was also no significant difference among the isoluminant color contrast pairs (six test groups, one-way ANOVA test, F=0.873, P=0.644). Paired t-test was used for comparing the data between the same hue series in the maximum color contrast pair vs. the isoluminant color contrast pair, and significant differences were found in all six pairs (P<0.001). Conclusions Adding chromatic factors to the stereo test is practical to evaluate stereopsis.
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Affiliation(s)
- Lingzhi Zhao
- Department of Medical Equipment, The Second Hospital of Jilin University, Changchun 130041, China
| | - Huang Wu
- Department of Optometry, The Second Hospital of Jilin University, Changchun 130041, China
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Ateiza A, Davis H. The Effects of Anisometropic Amblyopia on the FNS and TNO Stereotest Thresholds in Four- to Eight-Year-Olds. Br Ir Orthopt J 2019; 15:72-81. [PMID: 32999977 PMCID: PMC7510549 DOI: 10.22599/bioj.123] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Purpose To investigate the relationship between stereoacuity and factors associated with anisometropic amblyopia in children aged 4-8 years. Methods 44 participants had their stereoacuity thresholds measured using the Frisby Near Stereotest (FNS) and the TNO Randot Stereotest (TNO). Participants were divided into anisometropic amblyopes and controls (normal uniocular visual acuity (VA) with or without glasses). FNS and TNO stereoacuity thresholds were compared based on different factors, which included interocular acuity difference (IAD), VA levels, and the degree of anisometropia. Results All 44 participants achieved better stereoacuity with the FNS compared to the TNO (p = 0.045). The control group performed significantly better on the FNS (p = 0.012) and the TNO (p = 0.009) when compared with anisometropic amblyopes. The only statistically significant correlation was found between stereoacuity - as measured with FNS - and IAD (p = 0.009). However, the TNO showed a correlation in the presence of poor VA, larger IADs and a high degree of anisometropia. Conclusions Stereoacuity thresholds are significantly affected by poor VA, large IAD and high degrees of spherical anisometropia when trying to distinguish the resolution of a target with the TNO yet the same factors do not appear to affect ability to distinguish the disparity of a target with the FNS. Controls also performed worse on the TNO.
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Stereoacuity of Black-White and Red-Green Patterns in Individuals with and without Color Deficiency. J Ophthalmol 2018; 2018:1926736. [PMID: 30155280 PMCID: PMC6092997 DOI: 10.1155/2018/1926736] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 07/06/2018] [Accepted: 07/12/2018] [Indexed: 11/17/2022] Open
Abstract
Background Chromatic contrast may affect stereopsis. Daltonism is a common color deficiency in which the colors red and green are incorrectly detected. The aim of this study was to evaluate the stereoacuity of color-defective individuals presented with color symbols that they see defectively. Methods Ten students diagnosed with daltonism and 10 students with normal color vision were recruited. A stereopsis test system using a phoropter and two 4K smartphones was used. Contour-based graphs and random-dot graphs with black versus white and red versus green patterns were used as test symbols. The Wilcoxon signed rank test was used to test the difference between groups. Results No significant difference in stereoacuity was found between contour-based and random-dot graphs within both daltonism cohort and normal color vision cohort (P > 0.05). A significant difference in stereoacuity was found between the black-white (P=0.005) and red-green (P=0.007) graphs for the daltonism cohort, while no significant difference in stereoacuity was found for the normal color vision cohort (P > 0.05). Conclusion Chromatic contrast is an influential factor for stereopsis measurement in individuals with color deficiency.
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O'Connor AR, Tidbury LP. Stereopsis: are we assessing it in enough depth? Clin Exp Optom 2018; 101:485-494. [PMID: 29377291 PMCID: PMC6033147 DOI: 10.1111/cxo.12655] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2017] [Revised: 11/30/2017] [Accepted: 12/08/2017] [Indexed: 01/17/2023] Open
Abstract
The assessment of stereoacuity is an integral part of the ophthalmic assessment, with the responses used to inform clinical management decisions. Stereoacuity impacts on many aspects of life, but there are discrepancies reported where people without measurable stereoacuity report appreciating 3-D vision. This could be due, in part, to the presentation of the stimuli. A literature review was undertaken to evaluate current assessment techniques, how they relate to patient outcomes, identify the limitations of current tests and discuss how they could be improved. Recent evidence has been collated on currently available tests, used commonly within vision clinics, with normative data provided allowing responses to the tests to be interpreted. The relevance of the results is evaluated in relation to a range of outcomes, where a reduced level of stereopsis has a negative impact on the ability of an individual to perform many tasks, and can lead to an increase in difficulty interacting in the world. Current tests are limited in the aspects of stereoacuity they assess and their ability to precisely measure stereopsis. The world is not static, yet clinical tests are limited to measuring static stereoacuity, even though higher grades of depth perception can be identified in the presence of changing depth. Presentation methods of stereoacuity tests have remained similar over time, with a limited number of disparity levels assessed. New assessment methods are becoming available that include automated staircase testing to present multiple levels of disparity using digital technology. Current clinical tests are limited in their presentation, and are poor at detecting/measuring stereoacuity in those with limited stereopsis. Given the relevance of the stereoacuity measurement to management choices and functional outcomes, new testing methods would be beneficial to fully assess stereoacuity, both static and dynamic.
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Affiliation(s)
- Anna R O'Connor
- Directorate of Orthoptics and Vision ScienceUniversity of LiverpoolLiverpoolUK
| | - Laurence P Tidbury
- Directorate of Orthoptics and Vision ScienceUniversity of LiverpoolLiverpoolUK
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Abstract
PURPOSE Extensive literature exists on normative stereoacuity values for younger children, but there is less information about normative stereoacuity in older children/adults. Individual stereotests cannot be used interchangeably-knowing the upper limit of normality for each test is important. This report details normative stereoacuity values for 5 near/distance stereotests drawn from a large sample of participants aged 16-40 years, across 3 studies. METHODS Participants (n=206, mean age 22.18±5.31 years) were administered the following stereotests: TNO, Preschool Randot, Frisby, Distance Randot, and Frisby-Davis 2. Medians and upper limits were calculated for each test. RESULTS Upper limits for each stereotest were as follows: TNO (n=127, upper limit=120" arc), Preschool Randot (PSR, n=206, upper limit=70" arc), Frisby (n=206, upper limit=40" arc), Distance Randot (n=127, upper limit=160" arc), and Frisby-Davis 2 (n=109, upper limit=25" arc). CONCLUSIONS Normative values for each stereotest are identified and discussed with respect to other studies. Potential sources of variation between tests, within testing distances, are also discussed.
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Affiliation(s)
- Marianne E F Piano
- a Institute of Applied Health Research, Glasgow Caledonian University , Glasgow , United Kingdom
| | - Laurence P Tidbury
- b Department of Experimental Psychology , University of Liverpool , Liverpool , United Kingdom.,c Directorate of Orthoptics and Vision Science , University of Liverpool , Liverpool , United Kingdom
| | - Anna R O'Connor
- c Directorate of Orthoptics and Vision Science , University of Liverpool , Liverpool , United Kingdom
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Wu H, Liu S, Wang R. Stereoacuity measurement using a phoropter combined with two 4K smartphones. Clin Exp Optom 2017; 101:272-275. [PMID: 28994144 DOI: 10.1111/cxo.12614] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Revised: 07/13/2017] [Accepted: 09/02/2017] [Indexed: 11/27/2022] Open
Abstract
PURPOSE To evaluate stereoacuity using a combination of a phoropter and two 4K smartphones. METHODS A stereopsis measurement system was established using a phoropter (Topcon VT-10) and two Sony 4K smartphones (Sony Xperia Z5 Premium Dual E6883). A total of 154 subjects (69 children and 85 adults) were enrolled for evaluation using this system and subsequent comparison with the Fly Stereo Acuity test. RESULTS There was a high level of agreement between the two methods using Bland-Altman statistical analysis (children group, 95 per cent limits of agreement ±0.14 log arcseconds [arcsec]; adult group, 95 per cent limits of agreement ±0.13 log arcsec). CONCLUSION The closely spaced pixels of a 4K smartphone display enable measurement of stereoacuity at a relatively short distance. The flexibility and versatility of the mobile test system are likely to be useful in clinical practice.
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Affiliation(s)
- Huang Wu
- Department of Optometry, Second Hospital of Jilin University, Changchun, Jilin, China
| | - Shu Liu
- Department of Optometry, Second Hospital of Jilin University, Changchun, Jilin, China
| | - Ruiqing Wang
- Department of Optometry, Second Hospital of Jilin University, Changchun, Jilin, China
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Vancleef K, Read JCA, Herbert W, Goodship N, Woodhouse M, Serrano‐Pedraza I. Overestimation of stereo thresholds by the TNO stereotest is not due to global stereopsis. Ophthalmic Physiol Opt 2017; 37:507-520. [PMID: 28337792 PMCID: PMC5516234 DOI: 10.1111/opo.12371] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2016] [Accepted: 02/09/2017] [Indexed: 11/29/2022]
Abstract
PURPOSE It has been repeatedly shown that the TNO stereotest overestimates stereo threshold compared to other clinical stereotests. In the current study, we test whether this overestimation can be attributed to a distinction between 'global' (or 'cyclopean') and 'local' (feature or contour-based) stereopsis. METHODS We compared stereo thresholds of a global (TNO) and a local clinical stereotest (Randot Circles). In addition, a global and a local psychophysical stereotest were added to the design. One hundred and forty-nine children between 4 and 16 years old were included in the study. RESULTS Stereo threshold estimates with TNO were a factor of two higher than with any of the other stereotests. No significant differences were found between the other tests. Bland-Altman analyses also indicated low agreement between TNO and the other stereotests, especially for higher stereo threshold estimates. Simulations indicated that the TNO test protocol and test disparities can account for part of this effect. DISCUSSION The results indicate that the global - local distinction is an unlikely explanation for the overestimated thresholds of TNO. Test protocol and disparities are one contributing factor. Potential additional factors include the nature of the task (TNO requires depth discrimination rather than detection) and the use of anaglyph red/green 3D glasses rather than polarizing filters, which may reduce binocular fusion.
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Affiliation(s)
| | - Jenny C. A. Read
- Institute of NeuroscienceNewcastle UniversityNewcastle‐upon‐TyneUK
| | - William Herbert
- Institute of NeuroscienceNewcastle UniversityNewcastle‐upon‐TyneUK
| | - Nicola Goodship
- Institute of NeuroscienceNewcastle UniversityNewcastle‐upon‐TyneUK
| | - Maeve Woodhouse
- Institute of NeuroscienceNewcastle UniversityNewcastle‐upon‐TyneUK
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Wu H, Jin H, Sun Y, Wang Y, Ge M, Chen Y, Chi Y. Evaluating stereoacuity with 3D shutter glasses technology. BMC Ophthalmol 2016; 16:45. [PMID: 27112418 PMCID: PMC4845396 DOI: 10.1186/s12886-016-0223-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 04/16/2016] [Indexed: 11/20/2022] Open
Abstract
Background To determine the stereoacuity threshold with a 3D laptop equipped with 3D shutter glasses, and to evaluate the effect of different shape and size of test symbols and different type of disparities to stereoacuity. Methods Thirty subjects with a visual acuity in each eye of at least 0 logMAR and a stereoacuity of at least 32 arcsec (as assessed in Fly Stereo Acuity Test) were recruited. Three target symbols—tumbling "E", tumbling "C", and "□"—were displayed, each with six different sizes representing a visual acuity ranging from 0.5 to 0 logMAR when tested at 4.1 m, and with both crossed and uncrossed disparities. Two test systems were designed - fixed distance of 4.1 m and one for variable distance. The former has disparities ranging from 10 to 1000 arcsec. Each subject completed 36 trials to investigate the effect of different symbol sizes and shapes, and disparity types on stereoacuity. In the variable distance system, each subject was tested 12 times for the same purposes, both proximally and distally (the point where the 3D effect just appears and where it just disappears respectively), and the mean value was calculated from the mean proximal and distal distances. Results No significant difference was found among the groups in the fixed distance test system (Kruskal-Wallis test; Chi-square = 29.844, P = 0.715). Similarly, no significant difference was found in the variable distance system (Kruskal-Wallis test; proximal: Chi-square = 5.687, P = 0.338; distal: Chi-square = 5.898, P = 0.316; mean: Chi-square = 6.152, P = 0.292). Conclusions Evaluating stereoacuity using this measurement system was convenient and effective. Changes in target shape and size and disparity types had no significant effect on stereoacuity. It would be helpful to choose optimal targets according to different purposes using computer-assisted 3D measurements. Electronic supplementary material The online version of this article (doi:10.1186/s12886-016-0223-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Huang Wu
- Department of Optometry, Second Hospital of Jilin University, No. 218, Ziqiang Street, Nanguan District, Changchun, 130041, China.
| | - Han Jin
- University of Virginia, Charlottesville, VA, USA
| | - Ying Sun
- Department of Ultrasonography, First Hospital of Jilin University, Changchun, China
| | - Yang Wang
- Department of Optometry, Second Hospital of Jilin University, No. 218, Ziqiang Street, Nanguan District, Changchun, 130041, China
| | - Min Ge
- Department of Optometry, Second Hospital of Jilin University, No. 218, Ziqiang Street, Nanguan District, Changchun, 130041, China
| | - Yang Chen
- Department of Optometry, Second Hospital of Jilin University, No. 218, Ziqiang Street, Nanguan District, Changchun, 130041, China
| | - Yunfeng Chi
- Department of Optometry, Second Hospital of Jilin University, No. 218, Ziqiang Street, Nanguan District, Changchun, 130041, China
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Effects of Target Size and Test Distance on Stereoacuity. J Ophthalmol 2016; 2016:7950690. [PMID: 27635256 PMCID: PMC5011219 DOI: 10.1155/2016/7950690] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Revised: 07/13/2016] [Accepted: 07/27/2016] [Indexed: 11/18/2022] Open
Abstract
Target size and test distance effects on stereoacuity were investigated in 24 subjects using a three-dimensional monitor. Examination 1: Target Size Effects. The test distance was 2.5 m for 0.1°, 0.2°, 0.5°, and 0.9° target sizes; crossed parallax was presented in 22-second units. Average stereoacuity values for 0.1°, 0.2°, 0.5°, and 0.9° target sizes were 59.58 ± 14.86, 47.66 ± 13.71, 41.25 ± 15.95, and 39.41 ± 15.52 seconds, respectively. Stereoacuity was significantly worse with a 0.1° target than with 0.2°, 0.5°, and 0.9° target sizes (P = 0.03, P < 0.0001, and P < 0.0001, resp.). Examination 2: Test Distance Effects. Test distances of 2.5, 5.0, and 7.5 m were investigated for a 0.5° target size; crossed parallax was presented in 22-second units. Average stereoacuity values at 2.5 m, 5.0 m, and 7.5 m test distances were 44.91 ± 16.16, 34.83 ± 10.84, and 24.75 ± 7.27 seconds, respectively. Stereoacuity at a 7.5 m distance was significantly better than at distances of 2.5 m and 5.0 m (P < 0.0001 and P = 0.02, resp.). Stereoacuity at a 5.0 m distance was significantly better than at 2.5 m (P = 0.04). Stereoacuity should be estimated by both parallax and other elements, including test distance and target size.
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Monger L, Wilkins A, Allen P. Identifying visual stress during a routine eye examination. JOURNAL OF OPTOMETRY 2015; 8:140-145. [PMID: 25455572 PMCID: PMC4401822 DOI: 10.1016/j.optom.2014.10.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2014] [Revised: 09/19/2014] [Accepted: 09/21/2014] [Indexed: 05/31/2023]
Abstract
PURPOSE To investigate whether the clinical tests used in routine eye examinations can identify adults whose reading rate increases with their preferred coloured overlay(s). METHODS Routine optometric tests were used to measure 73 undergraduate students' refractive error, visual acuity, stereo-acuity, amplitude of accommodation, near point of convergence, associated heterophoria at near, colour vision and ocular motility. Participants chose an overlay or combination of overlays with colour optimal for clarity, and completed the Wilkins Rate of Reading Test with and without an overlay(s) of this colour. RESULTS Overall, there was a significant increase in reading speed with overlay (t(72)=-5.26, p<0.0005). Twenty-six participants (36%) increased their reading rate by >5% with their chosen coloured overlay(s). Ten participants (14%) had a reading speed increase of >10%. The increase in reading speed was not significantly associated with any clinical finding. CONCLUSION Tests which are completed in routine eye examinations did not identify those participants who benefitted from coloured overlays in terms of reading speed.
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Affiliation(s)
- Laura Monger
- Anglia Ruskin University Cambridge, United Kingdom
| | | | - Peter Allen
- Anglia Ruskin University Cambridge, United Kingdom.
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Bradley A, Barrett BT, Saunders KJ. Linking binocular vision neuroscience with clinical practice. Ophthalmic Physiol Opt 2014; 34:125-8. [DOI: 10.1111/opo.12125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Arthur Bradley
- School of Optometry; Indiana University; Bloomington USA
| | - Brendan T. Barrett
- Bradford School of Optometry & Vision Science; University of Bradford; Bradford UK
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