Table of Contents Author Guidelines Submit a Manuscript
Computational and Mathematical Methods in Medicine
Volume 2015, Article ID 269264, 8 pages
http://dx.doi.org/10.1155/2015/269264
Research Article

Reconstruction Accuracy Assessment of Surface and Underwater 3D Motion Analysis: A New Approach

1Centre of Research, Education, Innovation and Intervention in Sport (CIFI2D), Faculty of Sport, University of Porto (FADE-UP), 4200-450 Porto, Portugal
2Porto Biomechanics Laboratory (LABIOMEP), University of Porto (UP), 4200-450 Porto, Portugal
3School of Physical Education, Federal University of Rio Grande do Sul (UFRGS), 90040-060 Porto Alegre, RS, Brazil

Received 22 January 2015; Revised 22 March 2015; Accepted 31 May 2015

Academic Editor: Thierry Busso

Copyright © 2015 Kelly de Jesus et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. R. Bartlett, Introduction to Sports Biomechanics: Analysing Human Movement Patterns, Routledge, London, UK, 2nd edition, 2007.
  2. A. P. Silvatti, F. A. S. Dias, P. Cerveri, and R. M. L. Barros, “Comparison of different camera calibration approaches for underwater applications,” Journal of Biomechanics, vol. 45, no. 6, pp. 1112–1116, 2012. View at Publisher · View at Google Scholar · View at Scopus
  3. A. P. Silvatti, P. Cerveri, T. Telles, F. A. S. Dias, G. Baroni, and R. M. L. Barros, “Quantitative underwater 3D motion analysis using submerged video cameras: accuracy analysis and trajectory reconstruction,” Computer Methods in Biomechanics and Biomedical Engineering, vol. 16, no. 11, pp. 1240–1248, 2013. View at Publisher · View at Google Scholar · View at Scopus
  4. S. Psycharakis, R. Sanders, and F. Mill, “A calibration frame for 3D swimming analysis,” in Proceedings of the 23rd International Symposium on Biomechanics in Sport, Q. Wang, Ed., pp. 901–904, 2005.
  5. P. Figueiredo, L. Machado, J. P. Vilas-Boas, and R. Fernandes, “Reconstruction error of calibration volume's coordinates for 3D swimming kinematics,” Journal of Human Kinetics, vol. 29, no. 1, pp. 35–40, 2011. View at Publisher · View at Google Scholar · View at Scopus
  6. K. de Jesus, P. Figueiredo, K. de Jesus et al., “Kinematic analysis of three water polo front crawl styles,” Journal of Sports Sciences, vol. 30, no. 7, pp. 715–723, 2012. View at Publisher · View at Google Scholar · View at Scopus
  7. L. Chen, “An investigation on the accuracy of three-dimensional space reconstruction using the direct linear transformation technique,” Journal of Biomechanics, vol. 27, no. 4, pp. 493–500, 1994. View at Publisher · View at Google Scholar · View at Scopus
  8. J. H. Challis, “A multiphase calibration procedure for the direct linear transformation,” Journal of Applied Biomechanics, vol. 11, pp. 351–358, 2005. View at Google Scholar
  9. V. Gourgoulis, N. Aggeloussis, P. Kasimatis, N. Vezos, A. Boli, and G. Mavromatis, “Reconstruction accuracy in underwater three-dimensional kinematic analysis,” Journal of Science and Medicine in Sport, vol. 11, no. 2, pp. 90–95, 2008. View at Publisher · View at Google Scholar · View at Scopus
  10. T. C. Lam, C. B. Frank, and N. G. Shrive, “Calibration characteristics of a video dimension analyser (VDA) system,” Journal of Biomechanics, vol. 25, no. 10, pp. 1227–1231, 1992. View at Publisher · View at Google Scholar · View at Scopus
  11. S. G. Psycharakis, R. Naemi, C. Connaboy, C. McCabe, and R. H. Sanders, “Three-dimensional analysis of intracycle velocity fluctuations in frontcrawl swimming,” Scandinavian Journal of Medicine & Science in Sports, vol. 20, no. 1, pp. 128–135, 2010. View at Publisher · View at Google Scholar · View at Scopus
  12. C.-Y. Chen and H.-J. Chien, “An incremental target-adapted strategy for active geometric calibration of projector-camera systems,” Sensors, vol. 13, no. 2, pp. 2664–2681, 2013. View at Publisher · View at Google Scholar · View at Scopus
  13. F. Nejadasl and R. Lindenbergh, “Sequential and automatic image-sequence registration of rods areas monitored from a hovering helicopter,” Sensors, vol. 14, no. 9, pp. 16630–16650, 2014. View at Publisher · View at Google Scholar
  14. L. Alvarez, L. Gomez, H. Pedro, and L. Mazorra, “Automatic camera pose recognition in planar view scenarios,” in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, vol. 7441 of Lecture Notes in Computer Science, pp. 406–413, Springer, Berlin, Germany, 2012. View at Publisher · View at Google Scholar
  15. L. Alvarez, L. Gómez, and J. R. Sendra, “Accurate depth dependent lens distortion models: an application to planar view scenarios,” Journal of Mathematical Imaging and Vision, vol. 39, no. 1, pp. 75–85, 2011. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  16. K. Lingaiah and B. G. Suryanarayana, “Strength and stiffness of sandwich beams in bending,” Experimental Mechanics, vol. 31, no. 1, pp. 1–7, 1991. View at Publisher · View at Google Scholar · View at Scopus
  17. Y. Abdel-Aziz and H. Karara, “Direct linear transformation: from comparator coordinates into object coordinates in close range photogrammetry,” in Proceedings of the Symposium on Close-Range Photogrammetry, pp. 1–18, Church Falls, Va, USA, 1971.
  18. G. Scheirman, J. Porter, M. Leigh, and M. Musick, “An integrated method to obtain three-dimensional coordinates using panning and tilting video cameras,” in Proceedings of the 16th International Symposium on Biomechanics in Sports, H. J. Riehle and M. M. Viete, Eds., pp. 567–569, Konstanz, Germany, 1998.
  19. Y.-H. Kwon and J. B. Casebolt, “Effects of light refraction on the accuracy of camera calibration and reconstruction in underwater motion analysis,” Sports Biomechanics, vol. 5, no. 2, pp. 315–340, 2006. View at Publisher · View at Google Scholar · View at Scopus
  20. M. A. Lauder, P. Dabnichki, and R. M. Bartlett, “Three-dimensional reconstruction accuracy within a calibrated volume,” in The Engineering of Sport: Design and Development, I. Shake, Ed., pp. 441–448, Blackwell Science, Oxford, UK, 1998. View at Google Scholar
  21. G. Wang, H.-T. Tsui, Z. Hu, and F. Wu, “Camera calibration and 3D reconstruction from a single view based on scene constraints,” Image and Vision Computing, vol. 23, no. 3, pp. 311–323, 2005. View at Publisher · View at Google Scholar · View at Scopus
  22. J. G. Hay and A. C. S. Guimarães, “A quantitative look at swimming biomechanics,” Swimming Technique, vol. 20, no. 2, pp. 11–17, 1983. View at Google Scholar