Gait Parameter Monitoring Using A Wearable Stereo Camera System
Abstract
An infrared (IR) stereo camera is mounted on each bracelet and tasked with tracking a marker on the bracelet on the other ankle. Based on the imaged trajectories of both markers, a computer vision algorithm that we developed estimates the length, width, and height of the gait of a person. A prototype of the proposed gait monitoring system has been tested in a laboratory setting. It is observed that the system achieves an average accuracy of 97.43%, 97.19%, and 96.11% in the measurements of gait length, width, and height, respectively. Compared to state-of-the-art gait sensing systems, the design presented in this work promises lower cost and ease of use, while delivering comparable sensing performance.
Subject
Gait Monitoring
Wearable Device
Computer Vision
Stereo Camera
Permanent Link
http://digital.library.wisc.edu/1793/84545Type
Thesis