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An exploratory study of fit assessment of the virtual reality glasses

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Abstract

The aim of this study is to establish an objective evaluation method for the VR glasses in the design process using fit test panels. Based on head width-length index and head height-length index in Chinese head and face 3D database, we get 9 categories using Fuzzy C-Means Clustering (FCM). Then, a fit test panels including 20 samples was established. According to the subjective evaluation of 20 subjects, the fit assessment scale of 5 regions was established. Then, the virtual fit assessment of a digital model of VR glasses padding in the design process and the traditional expert experience evaluation of its 3D printing model are carried out. The Results obtained by the objective evaluation method and the subjective evaluation were consistent. Results showed that the objective evaluation method was effective and had the characteristics of simplicity, rapidity and accuracy. It provides an effective decision tool for fitness prediction and improvement of the VR glasses padding in the design process.

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References

  • Ahir K, Govani K, Gajera R et al (2020) Application on virtual reality for enhanced education learning, military training and sports. Augment Hum Res 5(1):1–9

    Article  Google Scholar 

  • Alexander M, Pisut GR, Ivanescu A (2012) Investigating women’s plus-size body measurements and hip shape variation based on SizeUSA data. Int J Fashion Des Technol Educ 5(1):3–12

    Article  Google Scholar 

  • Ashdown S, Loker S (2010) Mass-customized target market sizing: extending the sizing paradigm for improved apparel fit. Fash Pract 2(2):147–173

    Article  Google Scholar 

  • Bergman M, Zhuang Z, Brochu E, Palmiero A (2015) Fit assessment of N95 filtering-facepiece respirators in the US Centers for Disease Control and Prevention Strategic National Stockpile. J Int Soc Respir Protect 32(2):50

    Google Scholar 

  • Bezdek JC, Ehrlich R, Full W (1984) FCM: the fuzzy c-means clustering algorithm. Comput Geosci 10(2):191–203

    Article  Google Scholar 

  • Cai M, Shen S, Li H et al (2016) Study of contact characteristics between a respirator and a headform. J Occup Environ Hyg 13(3):50–60

    Article  Google Scholar 

  • Chang J, Moon SK, Jung K, Kim W, Parkinson M (2018) Glasses-type wearable computer displays: usability considerations examined with a 3D glasses case study. Ergonomics 61(5):1–12

    Article  Google Scholar 

  • Dai J, Yang JJ, Zhuang Z (2011) Sensitivity analysis of important parameters affecting contact pressure between a respirator and a headform. Int J Ind Ergon 41(3):268–279

    Article  Google Scholar 

  • Dianat I, Molenbroek J, Castellucci HI (2018) A review of the methodology and applications of anthropometry in ergonomics and product design. Ergonomics 61(12):1696–1720

    Article  Google Scholar 

  • Ellena T, Subic A, Mustafa H et al (2016) The Helmet fit index–an intelligent tool for fit assessment and design customisation. Appl Ergon 55:194–207

    Article  Google Scholar 

  • Ellena T, Mustafa H, Subic A et al (2018) A design framework for the mass customisation of custom-fit bicycle helmet models. Int J Ind Ergon 64:122–133

    Article  Google Scholar 

  • Farah MF, Ramadan ZB, Harb DH (2019) The examination of virtual reality at the intersection of consumer experience, shopping journey and physical retailing. J Retail Consum Serv 48:136–143

    Article  Google Scholar 

  • Fasulo L, Naddeo A, Cappetti N (2019) A study of classroom seat (dis) comfort: Relationships between body movements, center of pressure on the seat, and lower limbs’ sensations. Appl Ergon 74:233–240

    Article  Google Scholar 

  • Gemperle F, Kasabach C, Stivoric J, et al (1998) Design for wearability. In: Second international symposium on wearable computers. IEEE 116–122

  • Hale L, Linley E, Kalaskar DM (2020) A digital workflow for design and fabrication of bespoke orthoses using 3D scanning and 3D printing, a patient-based case study. Sci Rep 10(1):1–7

    Article  Google Scholar 

  • Haleem A, Javaid M (2019) 3D scanning applications in medical field: a literature-based review. Clin Epidemiol Global Health 7(2):199–210

    Article  Google Scholar 

  • Hellen K, Sääksjärvi M (2013) Development of a scale measuring childlike anthropomorphism in products. J Mark Manag 29(1–2):141–157

    Article  Google Scholar 

  • Hong Y, Bruniaux P, Zeng X et al (2017) Virtual reality-based collaborative design method for designing customized garment for disabled people with scoliosis. Int J Cloth Sci Technol 29(2):226–237

    Article  Google Scholar 

  • Hwang HJ, Lee SJ, Park EJ et al (2019) Assessment of the trueness and tissue surface adaptation of CAD-CAM maxillary denture bases manufactured using digital light processing. J Prosthet Dent 121(1):110–117

    Article  Google Scholar 

  • Israel K, Tscheulin D, Zerres C (2019) Virtual reality in the hotel industry: assessing the acceptance of immersive hotel presentation. Eur J Tour Res 21:5–22

    Article  Google Scholar 

  • Kim H, Han DH, Roh YM et al (2003) Facial anthropometric dimensions of Koreans and their associations with fit of quarter-mask respirators. Ind Health 41(1):8–18

    Article  Google Scholar 

  • Kuo CC, Wang MJ, Lu JM (2020) Developing sizing systems using 3D scanning head anthropometric data. Measurement 152:107264

    Article  Google Scholar 

  • Lacko D, Vleugels J, Fransen E et al (2017) Ergonomic design of an EEG headset using 3D anthropometry. Appl Ergon 58:128–136

    Article  Google Scholar 

  • Lee W, Lee B, Yang X et al (2018) A 3D anthropometric sizing analysis system based on North American CAESAR 3D scan data for design of head wearable products. Comput Ind Eng 117:121–130

    Article  Google Scholar 

  • Lei Z, Yang J, Zhuang Z (2014) A novel algorithm for determining contact area between a respirator and a headform. J Occup Environ Hyg 11(4):227–237

    Article  Google Scholar 

  • Liu Y, Kau CH, Talbert L et al (2014) Three-dimensional analysis of facial morphology. J Craniofac Surg 25(5):1890–1894

    Article  Google Scholar 

  • Lu JM, Wang MJJ, Mollard R (2010) The effect of arm posture on the scan-derived measurements. Appl Ergon 41(2):236–241

    Article  Google Scholar 

  • Mirelman A, Maidan I, Deutsch JE (2013) Virtual reality and motor imagery: promising tools for assessment and therapy in Parkinson’s disease. Mov Disord 28(11):1597–1608

    Article  Google Scholar 

  • Nichols S (1999) Physical ergonomics of virtual environment use. Appl Ergon 30(1):79–90

    Article  Google Scholar 

  • Pang TY, Lo TST, Ellena T et al (2018) Fit, stability and comfort assessment of custom-fitted bicycle helmet inner liner designs, based on 3D anthropometric data. Appl Ergon 68:240–248

    Article  Google Scholar 

  • Rodríguez AA, Escanilla DE, Caroca LA et al (2020) Level of match between facial dimensions of Chilean workers and respirator fit test panels proposed by LANL and NIOSH. Int J Ind Ergon 80:103015

    Article  Google Scholar 

  • Rudolf A, Görlichová L, Kirbiš J et al (2017) New technologies in the development of ergonomic garments for wheelchair users in a virtual environment. Industria Textila 68(2):83–94

    Article  Google Scholar 

  • Song HK, Baytar F, Ashdown SP et al (2021) 3D anthropometric analysis of women’s aging bodies: upper body shape and posture changes. Fash Pract 13(1):1–24

    Google Scholar 

  • Verwulgen S, Lacko D, Vleugels J et al (2018) A new data structure and workflow for using 3D anthropometry in the design of wearable products. Int J Ind Ergon 64:108–117

    Article  Google Scholar 

  • Wang CS (2010) An analysis and evaluation of fitness for shoe lasts and human feet. Comput Ind 61(6):532–540

    Article  Google Scholar 

  • Wijerathna W, Manthilake M, Punchihewa HKG (2020) Shortcomings and user requirements associated with cricket helmets currently in use: A study on features for safety and usability. Int J Ind Ergon 80:103011

    Article  Google Scholar 

  • Wilson JR (1997) Virtual environments and ergonomics: needs and opportunities. Ergonomics 40(10):1057–1077

    Article  Google Scholar 

  • Wilson JR (1999) Virtual environments applications and applied ergonomics. Appl Ergon 30(1):3–9

    Article  Google Scholar 

  • Yang L, Shen H, Wu G (2007) Racial differences in respirator fit testing: a pilot study of whether American fit panels are representative of Chinese faces. Ann Occup Hyg 51(4):415–421

    Google Scholar 

  • Yu M, Zhou R, Wang H et al (2019) An evaluation for VR glasses system user experience: the influence factors of interactive operation and motion sickness. Appl Ergon 74:206–213

    Article  Google Scholar 

  • Zhuang Z, Bradtmiller B, Shaffer R (2007) New respirator fit test panels representing the current US civilian work force. J Occup Environ Hyg 4(9):647–659

    Article  Google Scholar 

  • Zhuang Z, Groce D, Ahlers HW et al (2008) Correlation between respirator fit and respirator fit test panel cells by respirator size. J Occup Environ Hyg 5(10):617–628

    Article  Google Scholar 

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Acknowledgements

This work was financially supported by MOE (Ministry of Education in China) Youth Project of Humanities and Social Sciences Fund, Study on ergonomic design and evaluation mechanism based on 3D scanning technology (No. 20YJCZH061), and China Postdoctoral Science Foundation funded project (No. 2020M671511).

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Authors and Affiliations

  1. College of Furnishings and Industrial Design, Nanjing Forestry University, Xuanwu Area, Nanjing, 210037, China

    Wenkui Jin

  2. School of Design, Hunan University, Yuelu Area, Changsha, 410082, China

    Renke He

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  1. Wenkui Jin
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  2. Renke He
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Correspondence to Wenkui Jin.

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Jin, W., He, R. An exploratory study of fit assessment of the virtual reality glasses. J Ambient Intell Human Comput 14, 829–838 (2023). https://doi.org/10.1007/s12652-021-03335-1

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