Automated in-home gait transfer time analysis using video cameras

作者：Baldewijns Greet^*; Claes Veerle; Debard Glen; Mertens Marc; Devriendt Els; Milisen Koen; Tournoy Jos; Croonenborghs Tom; Vanrumste Bart

来源：Journal of Ambient Intelligence and Smart Environments, 2016, 8(3): 273-286.

DOI：10.3233/AIS-160379

• Gait speed
• tele-monitoring
• elder care
• assisted living
• video surveillance
• health services for the aged

Previous studies have shown that gait speed is an important measure of functional ability in the elderly. Continuous monitoring of the gait speed of older adults in their home environment may therefore allow the detection of changes in gait speed which could be predictive of health changes of the monitored person. In this study, a system consisting of multiple wall-mounted cameras that can automatically measure the time an older adult needs to cross a predefined transfer zone in the home environment is presented. The purpose of this study is the preliminary validation of the algorithm of the camera system which consists of several preprocessing steps and the automatic measurement of the transfer times. This validation is done through data collection in the homes of four older adults for periods varying from eight to twelve weeks. Trends in the measured transfer times are visualised and subsequently compared with the results of clinical assessments obtained during the acquisition period such as Timed-Get-Up-and-Go tests. The results indicate that it is possible to identify long-term trends in transfer times which can be indicative of adverse health-related events.

• 出版日期2016