Evaluation of body motion by optical flow analysis

Kazuki Nakajima*, Atsushi Osa, Tsuyoshi Maekawa, Hidetoshi Miike

*Corresponding author for this work

Research output: Contribution to journalReview articlepeer-review

22 Scopus citations

Abstract

For quantitative evaluation of body motion, a fully noncontact and unconstraining monitoring method was developed by introducing image sequence analysis. A spatiotemporal local optimization method was applied to determine optical flow in the image sequence. The optical flow visualized the apparent velocity field of the entire body motion, including both breast movement of respiration and posture changes in a bed. The experiment was carried out under regulated posture changes and under a sleeping condition by measuring heart rate, respiration and digitized image sequences using a video camera. A temporal increase in heart rate reflected the magnitude of physical activities. We proposed two candidate parameters for evaluation of respiratory and physical activities based on comparison among experimental results. The average of squared motion velocities reflected the magnitude of physical activities. The representative field-averaged component showed a waveform with periodic fluctuation corresponding to that of respiration obtained with a nasal thermistor.

Original languageEnglish
Pages (from-to)2929-2937
Number of pages9
JournalJapanese Journal of Applied Physics
Volume36
Issue number5 A
DOIs
StatePublished - 1997/05

Keywords

  • Body motion
  • Heart rate
  • Image sequence processing
  • Local optimization
  • Optical flow
  • Physical activity
  • Respiration

ASJC Scopus subject areas

  • General Engineering
  • General Physics and Astronomy

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