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Using 3D image-based body shape Measurement to increase the accuracy of body shape Measurement

체형 측정의 정확도를 높이기 위한 3차원 영상 기반의 체형 측정 활용

  • 소지호 (한국한의학연구원 미래의학부) ;
  • 전영주 (한국한의학연구원 미래의학부)
  • Received : 2020.10.31
  • Accepted : 2020.11.15
  • Published : 2020.11.30

Abstract

The body shape measurement method using 3D images has been widely used due to the recent development of 3D measurement cameras and algorithms. Existing 3D imaging devices are expensive devices, and there is a limit to their universalization. Due to the recent spread of inexpensive 3D cameras and the development of various measurement methods, various possibilities are being shown. It is expected to have a great impact on the medical device market that requires accurate data collection. Various medical device products using artificial intelligence are emerging, and accurate data collection is the most important to develop accurate artificial intelligence algorithms. Collection equipment using 3D cameras is expected to act as a major factor in the development of artificial intelligence algorithms using 3D images.

3차원 영상을 활용한 체형 측정 방식은 최근 3차원 측정 카메라와 알고리즘의 발전으로 인하여 보편적으로 활용되고 있다. 기존의 3차원 영상 장비들은 고가의 장비들로 보편화에 한계가 있었다. 최근 저렴한 3D 카메라와의 보급과 다양한 측정 방식의 발달로 인하여 여러 가능성을 보이고 있다. 이는 정확한 데이터 수집을 필요로 하는 의료기기 시장에 많은 영향을 미칠 수 있을 것으로 보인다. 인공지능을 활용한 다양한 의료기기 제품들이 등장하고 있는데 정확한 인공지능 알고리즘을 개발하기 위해서는 정확한 데이터 수집이 가장 중요하다. 3차원 영상을 활용한 인공지능 알고리즘 개발에 3D 카메라를 활용한 수집 장비들은 주요한 요소로 작용할 것으로 보여진다.

Keywords

References

  1. Eun-Joo Park, Bon-yeol Koo, Je-Wook Chae, Jay-Jung Kim, "Statistical Human Body Shape Modeling based on 3D Scans", Society for Computational Design and Engineering, pp. 626-628, 2014.
  2. Kyung-Min Lee, Hyo-Young Song, Ki-Heon Lee, Hyeon-Shik Hwang, "Influence of the angles and number of scans on the accuracy of 3D laser scanning", THE KOREAN JOURNAL of ORTHODONTICS, 41(2), pp. 76-86, 2011. https://doi.org/10.4041/kjod.2011.41.2.76
  3. Kyeong-Ri Ko, Sung Bum Pan, "Feature Extraction and Classification of Posture for Four-Joint based Human Motion Data Analysis", Journal of the Institute of Electronics and Information Engineers, 52(6), pp. 117-125, 2015. https://doi.org/10.5573/IEIE.2015.52.6.117
  4. Deuk Ha Kim, Kyoung Hwa Kim, "The Study of Satisfaction of Somatotype for Women in Twenties on Perceived Somatotype, Appreciated Somatotype by Other People, Ideal Somatotype -Based on The Obesity Index-", JOURNAL OF THE KOREAN SOCIETY DESIGN CULTURE, 16(2), pp. 82-97, 2010.
  5. Woosu Choi, Jun-Su Jang, "Body Shape Analysis Method Using Front and Rear 3D Scan Images of Human Body", The Journal of Korean Institute of Communications and Information Sciences, 43(10), pp. 1636-1644, 2018. https://doi.org/10.7840/kics.2018.43.10.1636
  6. Im-Hoi Koo, Jong-Yeol Kim, Myoung-Geun Kim, Keun-Ho Kim, "Feature Selection from a Facial Image for Distinction of Sasang Constitution", eCAM, Vol. 6(S1), pp. 65-71, 2009. DOI: https://doi.org/10.1093/ecam/nep065.
  7. Yu, Jun-Sang, "The Preventive Thoughts of Sasang Constitutional Medicine" Journal of Sasang constitutional medicine, vol. 30, no. 1, pp. 7-13, 2018. DOI: https://doi.org/10.7730/JSCM.2018.30.1.7.
  8. Hyo-Jung Kim, Si-Woo Lee, Jong-Yeol Kim, "A Study on the Present Status of Consitutional Medical Care Service, J of Sasang Constitutional Medicine, Vol. 18, No. 3, pp. 166-174, 2006
  9. Eun-Su Jang, Hee-Jeong Jin, Jun-Hyung Do, Si-Woo Lee, Jong-Yeol Kim, "The Preliminary Study on the Coincidence between Sasang Consitutional Analysis Tool beta-version and Expert of Sasang Consitution, J of Sasang Constitutional Medicine, Vol. 24, No. 2, pp. 1-7, 2012 https://doi.org/10.7730/JSCM.2012.24.2.001
  10. Jae-hwan Kang, Jun-hyeong Do, Jong-yeol Kim, "Voice Classification Algorithm for Sasang Consitution Using Support Vector Machine", J of Sasang Constitutional Medicine, Vol. 22, No. 1, pp. 17-25, 2009
  11. Myoung-Geun Kim, Hae-Jung Lee, Hee-Jeong Jin, Jong-Hyang Yoo, Jong-yeol Kim, " Study on the Relationship Between Personality and Ordinary Symptoms from the Viewpoint of Sasang Consitution and Cold-Hot, Korean J Oriental Physiology & Pathology, Vol. 22, No. 6, pp. 1354-1358, 2008.
  12. J.i-Ho. So and Young.-Ju. Jeon, "Design and Construction of Integrated Database for Contents Development of Pulse Analysis System," The journal of the institute of internet, broadcasting and communication, vol. 17, no. 5, pp. 137-142, 2017. DOI: https://doi.org/10.7236/JIIBC.2017.17.5.137