Evaluation of body motion by optical flow analysis

被引:17
作者
Nakajima, K
Osa, A
Maekawa, T
Miike, H
机构
[1] YAMAGUCHI UNIV, FAC ENGN, DEPT ELECT & ELECT ENGN, UBE, YAMAGUCHI 755, JAPAN
[2] YAMAGUCHI UNIV, SCH MED, DEPT CRIT CARE & EMERGENCY MED, UBE, YAMAGUCHI 755, JAPAN
来源
JAPANESE JOURNAL OF APPLIED PHYSICS PART 1-REGULAR PAPERS SHORT NOTES & REVIEW PAPERS | 1997年 / 36卷 / 5A期
关键词
image sequence processing; optical flow; local optimization; body motion; physical activity; respiration; heart rate;
D O I
10.1143/JJAP.36.2929
中图分类号
O59 [应用物理学];
学科分类号
摘要
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.
引用
收藏
页码:2929 / 2937
页数:9
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