Journal of Korea Society of Industrial Information Systems (한국산업정보학회논문지)

Korea Society of Industrial Information Systems (한국산업정보학회)
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A Method of Estimating the Human Height Using Depth Images

깊이영상을 이용한 사람의 키 추정 방법

  • 김흥준 (동의대학교 컴퓨터소프트웨어공학과) ;
  • 박유현 (동의대학교 컴퓨터소프트웨어공학과) ;
  • 권순각 (동의대학교 컴퓨터소프트웨어공학과)
  • Received : 2017.02.06
  • Accepted : 2017.03.21
  • Published : 2017.04.30
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Abstract

In This Paper, We Propose a Method to Estimate the Human Height from the Depth Image Obtained using a Depth Camera. Using the depth Image, Accurate Measurement for Human Height is Possible Compared with Color Image. This Paper Presents a Method to Detect the Center of a Person in the Vertical Direction and to Accumulate the Measured Height Values ​at the Center Position. Simulation Results Show that the Proposed Method has Better Performance than the Conventional Methods.

본 논문에서는 깊이센서 카메라를 이용하여 획득된 깊이영상으로부터 사람의 키를 측정하는 방법을 제안한다. 깊이영상을 이용하면 색상영상에 비해 정확한 키의 측정이 가능하다. 본 논문에서는 수직방향으로 사람의 중앙부를 검출하고, 중앙 위치에서 측정된 키의 값을 누적하는 방법을 제안한다. 실험을 통해 제안한 방법이 기존의 방법 보다 성능이 우수한 것을 확인하였다.

Keywords

References

  1. Momeni-k, M., Diamantas, S. C., Ruggiero, F. and Siciliano, B., "Height Estimation from a Single Camera View," In VISAPP(1), pp. 358-364, 2012.
  2. Jeon, S. H., Song, J. K., Park, J. S. and Yoon, B. W., “Video Based Pedestrian Height Estimation Using Winer Optimization,” Journal of Korea Multimedia Society, Vol. 19, No. 2, pp. 264-270, 2016. https://doi.org/10.9717/kmms.2016.19.2.264
  3. BenAbdelkader, C., and Yacoob, Y., "Statistical Body Height Estimation from a Single Image," Proc. of Int. Conf. on 8th Automatic Face & Gesture Recognition, pp. 1-7, 2008.
  4. Park, S. W., Kim, T. E. and Choi, J. S., "Robust Estimation of Heights of Moving People Using a Single Camera," Proceedings of the International Conference on IT Convergence and Security 2011, Vol. 120, pp. 389-405, 2011.
  5. Kim, S. M., Song, J. K., Yoon, B. W. and Park, J. S., “Height Estimation of Pedestrian Based on Image,” Journal of Korea Institute of Electronic Communication Sciences, Vol. 9, No. 9, pp. 1035-1042, 2014. https://doi.org/10.13067/JKIECS.2014.9.9.1035
  6. Choi, H. J. and Shin, H. S., "Modeling for Webcam-Based Height Measurement System," Journal of the Korean Institute of Electrical Engineers, pp. 1419-1420, 2015.
  7. Jeon, T. J., Kim, J. S., Lee, K. J., Bae, H. B. and Lee, S. Y., "Human Height Estimation Algorithm Using the Single RGB Camera," Journal of the Institute of Electronics Engineers of Korea, pp. 477-487, 2014.
  8. Kim, S. M., Song, J. K., Yoon, B. W. and Park, J. S., “Height Estimation Using Kinect in the Indoor,” Journal of the Korea Institute of Electronic Communication Sciences, Vol. 9, No. 3, pp. 343-350, 2014. https://doi.org/10.13067/JKIECS.2014.9.3.343
  9. Kim, H. S. and Kwon, S. K., “Presentation Method Using Depth Information,” Journal of Korean Society Of Broad Engineers, Vol. 18, No. 3, pp. 409-415, 2013.
  10. Lee, D. S. and Kwon, S. K., “Recognition Method of Multiple Objects for Virtual Touch Using Depth Information,” Journal of Korea Industrial Information Systems Research, Vol. 21, No. 1, pp. 27-34, 2016. https://doi.org/10.9723/jksiis.2016.21.1.027
  11. Lee, D. S. and Kwon, S. K., “Correction of Perspective Distortion Image Using Depth Information,” Journal of Korea Multimedia Society, Vol. 18, No. 2, pp. 106-112, 2015. https://doi.org/10.9717/kmms.2015.18.2.106
  12. Kim, S. Y., Yoon, C. Y. and Yu, E. J., “A Study on the Development of Learning Contents of Augmented Reality by Perception Rate and Speeding,” Journal of Internet Electronic Commerce Research, Vol. 14, No. 4, pp. 313-333, 2014.
  13. Kim, S. Y. and Lee, S. M., “Implementation of an Image Board Remote Control System Using PDA Based on Embedded Linux in Wireless Internet,” Journal of Information Systems, Vol. 17, No. 1, pp. 155-171, 2008. https://doi.org/10.5859/KAIS.2008.17.1.155

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