A STATISTICAL APPROACH TO BUILD 3D PROTOTYPES FROM A 3D ANTHROPOMETRIC SURVEY OF THE SPANISH FEMALE POPULATION

M. V. Ibañez, A. Simó, J. Domingo, E. Durá, G. Ayala, S. Alemany, G. Vinué, C. Solves

2012

Abstract

Fitting cloth is a problem for both the customer and the apparel industry, but analysis of anthropometric data can be useful to define better sizing systems. In 2006, the Spanish Ministry of Health coordinated a study to obtain 3D anthropometric data of the Spanish women. Our aim in this work is to develop a statistical methodology to define prototypes based on the 3D clouds of points obtained from 3D scans of a great number of women and apply it to the 3D anthropometric survey of the Spanish female population. To build the prototypes, 3D images will be built, and after registration, homologous 2D sections will be averaged, and a 3D ”mean” shape will be reconstructed from them.

References

  1. Baddeley, A. and Molchanov, I. (1998). Averaging of random sets based on their distance functions. Journal of Mathematical Imaging and Vision, 8:79-92.
  2. Bagherzadeh, R., Latifi, M., and Faramarzi, A. (2010). Employing a three-stage data mining procedure to develop sizing system. World Applied Sciences Journal, 8(8):923-929.
  3. Bye, E., LaBat, K., McKinney, E., and Kim, D.-E. (2008). Optimized pattern grading. International Journal of Clothing Science and Technology, 20(2):79-92.
  4. Chen, Y., Zeng, X., Happiette, M., Bruniaux, P., Ngb, R., and Yu, W. (2009). Optimisation of garment design using fuzzy logic and sensory evaluation techniques. Engineering Applications of Artificial Intelligence, 22:272-282.
  5. Chunga, M., Lina, H., and Wang, M. (2007). The development of sizing systems for taiwanese elementary- and high-school students. International Journal of Industrial Ergonomics, 37:707-716.
  6. Cressie, N. (1993). Statistics for spatial data. Wiley Series in Probability and Mathematical Statistics. (pages 753-775).
  7. Fan, J., Yu, W., and Hunter, L. (2004). Clothing apperance and fitt. Science and technology. Woodhead Publishing in Textiles.
  8. Faust, M.-E. and Carrier, S. (2010). Women's wear sizing: a new labelling system. Journal of Fashion Marketing and Management, 14(1):88-126.
  9. Gupta, D. and Gangadhar, B. (2004). A statistical model for developing body size charts for garments. International Journal of Clothing Science and Technology, 16(5):458-469.
  10. Haslera, N., Stolla, C., Rosenhahnb, B., Thormhlena, T., and Seidela, H. (2009). Estimating body shape of dressed humans. Computers & Graphics. IEEE International Conference on Shape Modelling and Applications 2009, 33:211-216.
  11. Hsu, C.-H. (2009). Developing accurate industrial standards to facilitate production in apparel manufacturing based on anthropometric data. Human Factors and Ergonomics in Manufacturing, 19(3):199-211.
  12. Hsu, C.-H. and Wang, M.-J. J. (2005). Using decision treebased data mining to establish a sizing system for the manufacture of garments. The International Journal of Advanced Manufacturing Technology, 26:669-674.
  13. Lewis, T., Owens, R., and Baddeley, A. (1999). Averaging feature maps. Pattern Recognition, 32:1615-1630.
  14. Luximon, A., Zhang, Y., Luximon, Y., and Xiao, M. (2011). Sizing and grading for wearable products. ComputerAided Design.
  15. Matheron, G. (1975). Random Sets and Integral Geometry. J. Wiley & Sons, New York. (pages 54-155).
  16. McCulloch, C., Paal, B., and Ashdown, S. (1998). An optimization approach to apparel sizing. Journal of the Operational Research Society, 49:492-499.
  17. Ng, R. and Ashdown, S.P. and Chan, A. (2007). Intelligent size table generation. Proceedings of the Asian Textile Conference (ATC), 9th Asian Textile Conference, Taiwan.
  18. Rosenfeld, A. and Kak, A. (1982). Digital Picture Processing. Academic Press, Inc., Second Edition.
  19. Salusso-Deonier, C., DeLong, M., Martin, F., and Krohn, K. (1985-1986). A multivariate method of classifying body form variation for women's apparel. Clothing and Textiles Research Journal, 4(1):38-45.
  20. Simmons, K. and C.Istook (2003). Body measurement techniques: Comparing 3d body-scanning and anthropometric methods for apparel applications. Journal of Fashion Marketing and Management, 7.
  21. Simó, A., de Ves, E., and Ayala, G. (2004). Resuming shapes with applications. Journal of Mathematical Imaging and Vision, 20:209-222.
  22. Smith, D. C. (2007). Process, fit and appearance analysis of three-dimensional to two-dimensional automatic pattern unwrapping technology. Thesis submitted to the Graduate Faculty of North Carolina State University.
  23. Stoyan, D., Kendall, W., and Mecke, J. (1995). Stochastic Geometry and its applications. Chichester John Wiley & Sons, Second Edition. (pages 65-95).
  24. Stoyan, D. and Stoyan, H. (1994). Fractals, Random Shapes and Point Fields. Methods of Geometrical Statistics. Wiley.
  25. Tryfos, P. (1986). An integer programming approach to the apparel sizing problem. The Journal of the Operational Research Society, 37(10):1001-1006.
  26. Zheng, R., Yu, W., and Fan, J. (2007). Development of a new chinese bra sizing system based on breast anthropometric measurements. International Journal of Industrial Ergonomics, 37:697-705.
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Paper Citation


in Harvard Style

Ibañez M., Simó A., Domingo J., Durá E., Ayala G., Alemany S., Vinué G. and Solves C. (2012). A STATISTICAL APPROACH TO BUILD 3D PROTOTYPES FROM A 3D ANTHROPOMETRIC SURVEY OF THE SPANISH FEMALE POPULATION . In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: SADM, (ICPRAM 2012) ISBN 978-989-8425-98-0, pages 370-374. DOI: 10.5220/0003876803700374


in Bibtex Style

@conference{sadm12,
author={M. V. Ibañez and A. Simó and J. Domingo and E. Durá and G. Ayala and S. Alemany and G. Vinué and C. Solves},
title={A STATISTICAL APPROACH TO BUILD 3D PROTOTYPES FROM A 3D ANTHROPOMETRIC SURVEY OF THE SPANISH FEMALE POPULATION},
booktitle={Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: SADM, (ICPRAM 2012)},
year={2012},
pages={370-374},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003876803700374},
isbn={978-989-8425-98-0},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: SADM, (ICPRAM 2012)
TI - A STATISTICAL APPROACH TO BUILD 3D PROTOTYPES FROM A 3D ANTHROPOMETRIC SURVEY OF THE SPANISH FEMALE POPULATION
SN - 978-989-8425-98-0
AU - Ibañez M.
AU - Simó A.
AU - Domingo J.
AU - Durá E.
AU - Ayala G.
AU - Alemany S.
AU - Vinué G.
AU - Solves C.
PY - 2012
SP - 370
EP - 374
DO - 10.5220/0003876803700374