10.1145/3375923.3375954acmotherconferencesArticle/Chapter ViewAbstractPublication PagesicbbeConference Proceedings
research-article

Predicting the Types of Striking and Thrusting Motions by using Deep Learning

ABSTRACT

The final goal is to make a "tankendo machine" that is easy to use, safe, fun, and can provide a mechanical competitor for humans. First, deep learning technology was used to install an image processing system that could detect the start (initial motion) of striking and thrusting motions by humans and quickly predict the type of technique used.

References

  1. K.Hoshino and C.Cheng: "Development of a swordsmanship machine enabling the inner and outer muscles to be safely trained while having fun," Proc. 3rd Intl. Conf. on Biomedical and Bioinformatics Engineering, pp.59--62, 2016. http://dx.doi.org/10.1145/3022702.3022711Google ScholarGoogle Scholar
  2. Nippon Budo Kyokai: "Budo: The Martial Ways of Japan," ed. Alexander Bennet, Nippon Budokan Foundation, 2009Google ScholarGoogle Scholar
  3. K.Hoshino: The Method for Analyzing the Motions of Martial Arts. Patent Application No. 2018--27366, Filling date: Feb 19, 2018. (in Japanese)Google ScholarGoogle Scholar
  4. M.Nakamura and K.Hoshino: "Tankendo motion estimation system with robustness against differences in color and size between users' clothes using 4-color markers with elastic belts," Proc. International Conference on Biomedical and Bioinformatics Engineering (ICBBE 2018), pp.110--117, 2018. http://dx.doi.org/10.1145/3301879.3301890Google ScholarGoogle ScholarDigital LibraryDigital Library
  5. K.Hoshino and S.Shimanoe: Face Protector, the Device, and Method for Recording the Motions. Patent Application No. 2018--248113, Filling date: Dec 28, 2018. (in Japanese)Google ScholarGoogle Scholar
  6. S.Shimanoe and K.Hoshino: "A wearable imaging system for recording the game tactics in martial arts using swords," Proc. 2019 IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech 2019), pp.139--140, 2019Google ScholarGoogle ScholarCross RefCross Ref
  7. M.Nakamura and K.Hoshino: "Experimental Discussion about the Influence of the proficiency in Tankendo on the Foot Posture," Humanities & Social Sciences Reviews, 7, 5, pp 296--305, 2019. https://doi.org/10.18510/hssr.2019.7535Google ScholarGoogle ScholarCross RefCross Ref

Index Terms

  1. Predicting the Types of Striking and Thrusting Motions by using Deep Learning

    Comments

    Login options

    Check if you have access through your login credentials or your institution to get full access on this article.

    Sign in
    • Article Metrics

      • Downloads (Last 12 months)33
      • Downloads (Last 6 weeks)0

      Other Metrics

    PDF Format

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader
    About Cookies On This Site

    We use cookies to ensure that we give you the best experience on our website.

    Learn more

    Got it!