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Physical discomfort and eye movements during arbitrary and optical flow-like motions in stereo 3D contents

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Abstract

Users of stereo 3D technology commonly report physical discomfort during or after exposure of stereo 3D contents. The discomfort has been associated with sensation of arbitrary and optical flow-like self-motion. However, there is no information on whether arbitrary motion induces stronger physical discomfort compared with optical flow-like motion. To address this research gap, we investigate physical discomfort among players and spectators of stereo 3D contents using eye tracking and Simulator Sickness Questionnaire. Thirty participants (\(N=30\)) acted as players and spectators of a first-person shooter (FPS) and a car racing game. The FPS and the car racing game produce a sensation of arbitrary and optical flow-like self-motion, respectively. Experimental results show that the FPS game induces more severe physical discomfort than its racing counterpart (\(p<0.0083\), with a Bonferroni correction to the p value). We also found that severeness of oculomotor symptoms can be predicted using two eye movements metrics: the amount of fixational eye movements and viewing duration at the center of the screen. Our study implies that one should pay particular attention to different types of self-motion in stereo 3D contents regardless of whether the user controls or solely watches the contents. Our study also suggests that physical discomfort can be reduced by decreasing the frequency of fixational eye movements while prolonging the duration of each fixation at the center of screen.

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References

  • Akiduki H, Nishiike S, Watanabe H, Matsuoka K, Kubo T, Takeda N (2003) Visual-vestibular conflict induced by virtual reality in humans. Neurosci Lett 340(3):197–200

    Google Scholar 

  • Bando T, Iijima A, Yano S (2012) Visual fatigue caused by stereoscopic images and the search for the requirement to prevent them: a review. Displays 33(2):76–83

    Google Scholar 

  • Biocca F (1992) Will simulation sickness slow down the diffusion of virtual environment technology? Presence Teleoperators Virtual Environ 1(3):334–343

    Google Scholar 

  • Box Office Mojo (2010) All time box office. http://www.boxofficemojo.com/alltime/domestic.htm. Retrieved 4/11/2017

  • Chambers TL, Aglawe A, Reiners D, White S, Borst CW, Prachyabrued M, Bajpayee A (2012) Real-time simulation for a virtual reality-based MIG welding training system. Virtual Real 16(1):45–55

    Google Scholar 

  • Cherry S (2010) CES 2010: Livin’ the 3D life. http://spectrum.ieee.org/tech-talk/consumer-electronics/audiovideo/ces-2010-livin-the-3d-life. Retrieved 4/11/2017

  • Cohen J (1988) Statistical power analysis for the behavioral sciences. Routledge Academic, New York

    MATH  Google Scholar 

  • Duchowski AT (2007) Eye tracking methodology: theory and practice, 2nd edn. Springer, New York

    MATH  Google Scholar 

  • Faul F, Erdfelder E, Lang AG, Buchner A (2007) G*power 3: a flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Methods 39(2):175–191

    Google Scholar 

  • Frazer B (2013) BBC shelves 3D TV programming: BBC follows ESPN’s lead as FIFA reconsiders World Cup plans. http://www.studiodaily.com/2013/07/bbc-shelves-3d-tv-programming/. Retrieved 4/12/2017

  • Golding J (2006) Motion sickness susceptibility. Auton Neurosci Basic Clin 129(1–2):67–76

    Google Scholar 

  • Guo CT, Tsoi CW, Wong YL, Yu KC, So RHY (2013) Visually induced motion sickness during computer game playing. In: Contemporary ergonomics and human factors 2013: proceedings of the international conference on ergonomics and human factors 2013, Cambridge, UK, 15–18 April 2013. Taylor & Francis, pp 51–58

  • Gupta VK (2005) Motion sickness is linked to nystagmus-related trigeminal brain stem input: a new hypothesis. Med Hypotheses 64(6):1177–1181

    Google Scholar 

  • Hennessey C (2014) Gazepoint control user manual (Rev 2.0). Gazepoint Research Inc., Vancouver

    Google Scholar 

  • Hennessey C, Noureddin B, Lawrence P (2008) Fixation precision in high-speed noncontact eye-gaze tracking. IEEE Trans Syst Man Cybern Part B (Cybernetics) 38(2):289–298

    Google Scholar 

  • Holmqvist K, Nyström M, Andersson R, Dewhurst R, Jarodzka H, Van de Weijer J (2011) Eye tracking: a comprehensive guide to methods and measures. Oxford University Press, Oxford

    Google Scholar 

  • Holmqvist K, Nyström M, Mulvey F (2012) Eye tracker data quality: what it is and how to measure it. In: Proceedings of the symposium on eye tracking research and applications, ACM, New York, NY, USA, ETRA ’12, pp 45–52

  • Horne-Moyer HL, Moyer BH, Messer DC, Messer ES (2014) The use of electronic games in therapy: a review with clinical implications. Curr Psychiatry Rep 16(12):520

    Google Scholar 

  • Iatsun I, Larabi MC, Fernandez-Maloigne C (2015) Investigation and modeling of visual fatigue caused by S3D content using eye-tracking. Displays 39:11–25

    Google Scholar 

  • Jones BR, Benko H, Ofek E, Wilson AD (2013) Illumiroom: peripheral projected illusions for interactive experiences. In: Proceedings of the SIGCHI conference on human factors in computing systems, ACM, Paris, France, pp 869–878

  • Karpicka E, Howarth PA (2013) Heterophoria adaptation during the viewing of 3D stereoscopic stimuli. Ophthalmic Physiol Opt 33(5):604–610

    Google Scholar 

  • Kawamura Y, Horie Y, Sano K, Kodama H, Tsunoda N, Shibuta Y, Kawachi Y, Yamada M (2012) The influence on humans of long hours of viewing 3D movies. IEICE Trans Fundam Electron Commun Comput Sci E95–A(8):1306–1309

    Google Scholar 

  • Kennedy RS, Lane NE, Berbaum KS, Lilienthal MG (1993) Simulator sickness questionnaire: an enhanced method for quantifying simulator sickness. Int J Aviat Psychol 3(3):203–220

    Google Scholar 

  • Keshavarz B, Hecht H (2012) Stereoscopic viewing enhances visually induced motion sickness but sound does not. Presence Teleoperators Virtual Environ 21(2):213–228

    Google Scholar 

  • Kim CJ, Park S, Won MJ, Whang M, Lee EC (2013) Autonomic nervous system responses can reveal visual fatigue induced by 3D displays. Sensors 13(10):13,054–13,062

    Google Scholar 

  • Kulshreshth AK, LaViola JJ (2018a) Simultaneous usage of several 3DUI technologies. In: Tan D, Vanderdonckt J (eds) Designing immersive video games using 3DUI technologies. Human–computer interaction series. Springer, Berlin, pp 83–103

    Google Scholar 

  • Kulshreshth AK, LaViola JJ (2018b) Stereoscopic 3D for video games. In: Tan D, Vanderdonckt J (eds) Designing immersive video games using 3DUI technologies. Human–computer interaction series. Springer, Berlin, pp 9–31

    Google Scholar 

  • Kurillo G, Bajcsy R (2013) 3D teleimmersion for collaboration and interaction of geographically distributed users. Virtual Real 17(1):29–43

    Google Scholar 

  • LaViola JJ (2000) A discussion of cybersickness in virtual environments. ACM SIGCHI Bull 32(1):47–56

    Google Scholar 

  • LaViola JJ, Litwiller T (2011) Evaluating the benefits of 3D stereo in modern video games. In: Proceedings of the SIGCHI conference on human factors in computing systems, ACM, New York, NY, USA, CHI ’11, pp 2345–2354

  • Ma W, Kaber D, Gil GH, Clamann M, Jeon W, Zhu B, Currie N (2018) A comparison of virtual reality-based psychomotor task training with visual and haptic aiding. In: Andre T (ed) Advances in human factors in training, education, and learning sciences. Springer, Berlin, pp 265–277

    Google Scholar 

  • MacKenzie IS (2013) Human–computer interaction: an empirical research perspective. Morgan Kauffman Publisher, Waltham

    Google Scholar 

  • Matsuura Y, Miyao M, Takada H, (2013) Form in potential functions while maintaining an upright posture during exposure to stereoscopic video clips. In: Stephanidis C, Antona M (eds) Universal Access in Human-Computer Interaction. User and Context Diversity. UAHCI, (2013) Lecture notes in computer science (LNCS), vol 8010. Springer, Berlin, Heidelberg

    Google Scholar 

  • Niemann T, Lappe M, Büscher A, Hoffmann KP (1999) Ocular responses to radial optic flow and single accelerated targets in humans. Vis Res 39(7):1359–1371

    Google Scholar 

  • Nooij SAE, Pretto P, Oberfeld D, Hecht H, Bülthoff HH (2017) Vection is the main contributor to motion sickness induced by visual yaw rotation: Implications for conflict and eye movement theories. PLoS ONE 12(4):1–19

    Google Scholar 

  • Obrist M, Wurhofer D, Meneweger T, Grill T, Tscheligi M (2013) Viewing experience of 3DTV: an exploration of the feeling of sickness and presence in a shopping mall. Entertain Comput 4(1):71–81

    Google Scholar 

  • Odling G (2017) Pulling the plug on a hi-tech turkey: last two major 3D TV manufacturers announce they will no longer be making the sets. http://www.dailymail.co.uk/news/article-4170040/Major-3D-TV-manufacturers-scrapping-sets.html. Retrieved in 4/12/2017

  • Palmisano S, Bonato F, Bubka A, Folder J (2007) Vertical display oscillation effects on forward vection and simulator sickness. Aviat Space Environ Med 78(10):951–956

    Google Scholar 

  • Pan X, Zhang Z, Qu J, Zhao C, Li Y (26–28 July 2017) Enjoy driving from thought in a virtual city. In: 2017 36th Chinese control conference (CCC), pp 11,034–11,040

  • Pfeiffer T, Latoschik M, Wachsmuth I, Herder J (2008) Evaluation of binocular eye trackers and algorithms for 3D gaze interaction in virtual reality environments. J Virtual Real Broadcast 5(16):1860–2037

    Google Scholar 

  • Rebenitsch L, Owen C (2016) Review on cybersickness in applications and visual displays. Virtual Real 20(2):101–125

    Google Scholar 

  • Rolnick A, Lubow RE (1991) Why is the driver rarely motion sick? The role of controllability in motion sickness. Ergonomics 34(7):867–879

    Google Scholar 

  • Romero JJ (2008) Emerging and converging 3-D technologies. http://spectrum.ieee.org/static/emerging-and-converging-3-d-technologies. Retrieved 3/11/2017

  • Sharma P, Nilsen J, Skramstad T, Cheikh F (2010) Evaluation of geometric depth estimation model for virtual environment. Norsk informatikkonferanse (NIK), pp 166–177

  • Stanney KM, Kennedy RS, Drexler JM (1997) Cybersickness is not simulator sickness. In: Proceedings of the human factors and ergonomics society annual meeting, vol 41, pp 1138–1142

    Google Scholar 

  • Sweney M (2015) Sky to shut its 3D TV channel. http://www.theguardian.com/media/2015/apr/28/sky-to-shut-its-3d-tv-channel. Retrieved 4/12/2017

  • Takada H, Matsuura Y, Takada M, Miyao M (2011) Comparison in degree of the motion sickness induced by a 3-D movie on an LCD and an HMD. Lecture notes in computer science (LNCS), vol 6773. Springer, Berlin, pp 371–379

    Google Scholar 

  • Treleaven J, Battershill J, Cole D, Fadelli C, Freestone S, Lang K, Sarig-Bahat H (2015) Simulator sickness incidence and susceptibility during neck motion-controlled virtual reality tasks. Virtual Real 19(3–4):267–275

    Google Scholar 

  • Ujike H, Watanabe H (2011) Effects of stereoscopic presentation on visually induced motion sickness. In: Proceedings of SPIE 7863, stereoscopic displays and applications XXII, 786314, vol 7863, pp 786,314–786,314-6

  • Van Voorhis CRW, Morgan BL (2007) Understanding power and rules of thumb for determining sample sizes. Tutor Quant Methods Psychol 3(2):43–50

    Google Scholar 

  • Wang J (2011) Twice as bright: NVIDIA announces 3D Vision 2. http://www.geforce.co.uk/whats-new/articles/3d-vision2. Retrieved 4/11/2017

  • Wang RI, Pelfrey B, Duchowski AT, House DH (2014) Online 3D gaze localization on stereoscopic displays. ACM Trans Appl Percept 11(1):1–21

    Google Scholar 

  • Wibirama S, Hamamoto K (2013) Design and implementation of gaze tracking headgear for Nvidia 3D vision®. In: 2013 international conference on information technology and electrical engineering (ICITEE 2013), pp 84–87

  • Wibirama S, Hamamoto K (2014a) 3D gaze tracking on stereoscopic display using optimized geometric method. IEEJ Trans Electron Inf Syst 134(3):345–352

    Google Scholar 

  • Wibirama S, Hamamoto K (2014b) Investigation of visually induced motion sickness in dynamic 3D contents based on subjective judgment, heart rate variability, and depth gaze behavior. In: 2014 36th annual international conference of the IEEE engineering in medicine and biology society (EMBC 2014), pp 4803–4806

  • Wibirama S, Tungjitkusolmun S, Pintavirooj C (2013) Dual-camera acquisition for accurate measurement of three-dimensional eye movements. IEEJ Trans Electr Electron Eng 8(3):238–246

    Google Scholar 

  • Wibirama S, Wijayanto T, Nugroho HA, Bahit M, Winadi MN (2015) Quantifying visual attention and visually induced motion sickness during day-night driving and sleep deprivation. In: 2015 international conference on data and software engineering (ICoDSE 2015), pp 191–194

  • Wibirama S, Nugroho HA, Hamamoto K (2017) Evaluating 3D gaze tracking in virtual space: a computer graphics approach. Entertain Comput 21:11–17

    Google Scholar 

  • Wibirama S, Nugroho HA, Hamamoto K (2018) Depth gaze and ECG based frequency dynamics during motion sickness in stereoscopic 3D movie. Entertain Comput 26:117–127

    Google Scholar 

  • Yang D, Zhu M, Hertle RW (2006) Version and vergence eye movements in optokinetic nystagmus induced by optic flow. J Vis 6(6):1

    Google Scholar 

  • Yang D, Zhu M, Kim CH, Hertle RW (2007) Vergence nystagmus induced by motion in the ground plane: normal response characteristics. Vis Res 47(9):1145–1152

    Google Scholar 

  • Yang JX, Guo CT, So RHY, Cheung RTF (2011) Effects of eye fixation on visually induced motion sickness: are they caused by changes in retinal slip velocity? In: Proceedings of the human factors and ergonomics society 55th annual meeting, pp 1220–1224

    Google Scholar 

  • Yang SN, Schlieski T, Selmins B, Cooper SC, Doherty RA, Corriveau PJ, Sheedy JE (2012) Stereoscopic viewing and reported perceived immersion and symptoms. Optom Vis Sci 89(7):1068–1080

    Google Scholar 

  • Young SD, Adelstein BD, Ellis SR (2007) Demand characteristics in assessing motion sickness in a virtual environment: or does taking a motion sickness questionnaire make you sick? IEEE Trans Vis Comput Graph 13(3):422–428

    Google Scholar 

  • Zhu M, Hertle RW, Yang D (2008) Relationships between versional and vergent quick phases of the involuntary version-vergence nystagmus. J Vis 8(9):1–11

    Google Scholar 

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Acknowledgements

Funding was provided by Japan International Cooperation Agency (CRA1601).

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Correspondence to Sunu Wibirama.

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Wibirama, S., Santosa, P.I., Widyarani, P. et al. Physical discomfort and eye movements during arbitrary and optical flow-like motions in stereo 3D contents. Virtual Reality 24, 39–51 (2020). https://doi.org/10.1007/s10055-019-00386-w

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