DocumentCode :
2723438
Title :
A method for measuring respiration and physical activity in bed by optical flow analysis
Author :
Nakajima, Kazuki ; Osa, Atsushi ; Miike, Hidetoshi
Author_Institution :
Dept. of Kansei Design & Eng., Yamaguchi Univ., Ube, Japan
Volume :
5
fYear :
1997
fDate :
1997
Firstpage :
2054
Abstract :
A fully noncontact and unconstrained monitoring method, based on optical flow of movement of body surface that is developed by introducing image sequence analysis, is described. A spatiotemporal local optimization method is applied to determine optical flow in the image sequence. The optical flow visualizes the apparent velocity field of the entire body motion, including breast movement due to respiration and posture changes in a bed. A temporal increase in heart rate reflects the magnitude of physical activities. We propose two candidate parameters for evaluation of respiratory and physical activities based on comparison among experimental results. The average of squared motion velocities reflects the magnitude of physical activities. The representative field-averaged component shows a waveform with periodic fluctuation corresponding to that of respiration obtained with a nasal thermistor. This optical flow analysis is a promising new technique for evaluation of body motion for clinical use
Keywords :
biomedical measurement; computerised monitoring; gradient methods; image sequences; medical image processing; motion estimation; motion measurement; patient monitoring; pneumodynamics; waveform analysis; apparent velocity field; average of squared motion velocities; breast movement; entire body motion; gradient based method; image sequence analysis; movement of body surface; noncontact unconstrained monitoring method; optical flow analysis; physical activity in bed measurement; posture changes; representative field-averaged component; respiration measurement; spatiotemporal local optimization method; temporal heart rate increase; waveform with periodic fluctuation; Breast; Heart rate; Image motion analysis; Image sequence analysis; Image sequences; Monitoring; Optical surface waves; Optimization methods; Spatiotemporal phenomena; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1094-687X
Print_ISBN :
0-7803-4262-3
Type :
conf
DOI :
10.1109/IEMBS.1997.758752
Filename :
758752
Link To Document :
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