Visualization of bio-signal synchronized by human motion

Matsukawa, Tsuyoshi; Yokoyama, Kenichi

doi:10.1145/1179622.1179739

Cited by 2 publications

(2 citation statements)

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“…Finally, the motion data and bio-signal data are visualized. Through the integrated visualization process, the proposed system can show the relationship between the bio-signals and the motion using intuitive visualization, for example, the visualization of the change in the physiological parameters of the human body with the standing-up motion [2]. It is easy to understand the difference in the motion and the force generation of the muscle via the visualization result.…”

Section: Integrated Visualization System For Human Motion and Phymentioning

confidence: 99%

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Estimation of Bio-Signal based on Human Motion for Integrated Visualization of Daily-Life

Umetani¹,

Matsukawa²,

Yokoyama³

2007

2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

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This paper describes a method for the estimation of bio-signals based on human motion in daily life for an integrated visualization system. The recent advancement of computers and measurement technology has facilitated the integrated visualization of bio-signals and human motion data. It is desirable to obtain a method to understand the activities of muscles based on human motion data and evaluate the change in physiological parameters according to human motion for visualization applications. We suppose that human motion is generated by the activities of muscles reflected from the brain to bio-signals such as electromyograms. This paper introduces a method for the estimation of bio-signals based on neural networks. This method can estimate the other physiological parameters based on the same procedure. The experimental results show the feasibility of the proposed method.

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Section: Integrated Visualization System For Human Motion and Phymentioning

confidence: 99%

“…We have proposed an integrated visualization system based on electromyograms (EMGs) and motion capture data [1]. This system obtains the motion data and bio-signal data simultaneously.…”

Section: Introductionmentioning

confidence: 99%