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AI 딥러닝 동작 추정 기술을 통한 발레동작 그랑 즈떼(Grand Jeté) 분석

Analysis of Ballet Movement Grand Jeté Using AI Deep Learning Motion Estimation Technology

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초록

This study analyzes the ballet jump movement Grand Jeté using AI deep learning technology. Grand Jeté is a fundamental and essential jump technique featured in most ballet works, and executing it profi- ciently is a crucial indicator of a dancer's skill level. Therefore, a precise analysis of this basic movement is necessary for the improvement of a dancer's technique. The aim of this research is to utilize AI to obtain quantitative and qualitative data on dance movements and to quantify the Grand Jeté movement. By providing objective information about the movement, this study seeks to offer foundational data that can be useful for the effective instruction and training of the Grand Jeté. Additionally, it aims to dem- onstrate the potential of AI-based ballet movement analysis.

Abstract

This study analyzes the ballet jump movement Grand Jeté using AI deep learning technology. Grand Jeté is a fundamental and essential jump technique featured in most ballet works, and executing it profi- ciently is a crucial indicator of a dancer's skill level. Therefore, a precise analysis of this basic movement is necessary for the improvement of a dancer's technique. The aim of this research is to utilize AI to obtain quantitative and qualitative data on dance movements and to quantify the Grand Jeté movement. By providing objective information about the movement, this study seeks to offer foundational data that can be useful for the effective instruction and training of the Grand Jeté. Additionally, it aims to dem- onstrate the potential of AI-based ballet movement analysis.

참고문헌 (12)

  1. 김대진, "인공지능을 활용한 저비용 스포츠동작 분석의 검증", 한국체육과학회지, 31(1), pp.911~920 (2022)
  2. 김제민, "발레 피루엣(Ballet pirouette)앙 디올(En dehors)동작의 운동학적 순서 유형에 관한 연구", 한국무용과학회지, 38(1), pp.1~14 (2021)
  3. 문지연, "이미지 인식 기술을 이용한 스피드스케이팅 스트로크 자동 측정 방법", 박사, pp.2024
  4. 박다원, "발레 아라베스크(Arabesque)동작 교육의 운동학적 요인", 한국무용학회지, 22(3), pp.123~132 (2022)
  5. 박양현, "발레 뚜르 앙 레르 동작의 생체역학적 분석", 박사, 체육학, pp.2007
  6. 윤보미, "도움닫기 형태가 그랑쥬떼 동작에 미치는 영향", 석사, 체육교육, pp.2010
  7. 이금용, "무용 숙련도에 따른 발바닥 딛기 동작의 운동학적 비교분석", 한국무용과학회지, 38(4), pp.47~57 (2021)
  8. 서수민, "발레의 Grand assemble동작의 운동학적 분석", 석사, pp.2002
  9. 홍경화, "모션캡처를 활용한 발레 회전동작 교수법 연구", 박사, 발레, pp.2010
  10. Alejandro Newell, "Stacked Hourglass Networks for Human Pose Estimation", University of Michigan, ~ (2016)
  11. Valentin Bazarevsky, "BlazePose: On-device Real-time Body Pose tracking", Google Research, ~ (2020)
  12. Hertsens, M., "Ballet technique: Principles for the horizontal floor" (1989), Deerson

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