Title :
Extract the postural rolling of patient´s body from video image
Author :
Ohta, Ken Ichi ; Yasui, Emiko ; Kawaguchi, Tatsuki ; Azuma, Masumi ; Ohta, Chikako
Author_Institution :
Dept. of Human Informatics, Mukogawa Women´´s Univ., Nishinomiya, Japan
Abstract :
This study has established the method of recognition of the postural rolling of a patient´s body through the use of a video-mail system, in order to evaluate the priority of the video mail in the tele-nursing system. The patient´s appearance is recorded by a video camera in front of the patient. Next, consecutive video pictures are resolved into still and individual frame images. The face area and background are extracted by calculating the difference of the consecutive frames. To extract the postural rolling of the body, the sequential change in the position of the face is measured. The change in the vertical direction is almost negligible. We focus on the change in the horizontal direction. In addition, the behavior of the sequential change in the horizontal direction is transformed into a chaotic behavior and the Fourier power spectrum. This paper proposes that there are differences between healthy and unhealthy posture by examining the chaotic behavior and Fourier power spectrum, and they are useful to evaluate the priority of the video mail in the tele-nursing system.
Keywords :
computer vision; feature extraction; image sequences; patient care; pattern recognition; telemedicine; Fourier power spectrum; chaotic behavior; feature extraction; image sequences; patient care; postural rolling; tele-nursing system; video-mail system; Art; Cameras; Chaos; Face detection; Gravity; Humans; Image resolution; Informatics; Medical services; Postal services;
Conference_Titel :
Automation Congress, 2002 Proceedings of the 5th Biannual World
Print_ISBN :
1-889335-18-5
DOI :
10.1109/WAC.2002.1049554