Biomedical Engineering and Bioengineering Commons^™

Senior Subject Gait Analysis Using Self-Supervised Method, Haben Yhdego, Michel Audette

Modeling, Simulation and Visualization Student Capstone Conference

There are many issues regarding the technology used for fall detection gait analysis in the geriatric center of senior patients. The fall detection system used should examine the privacy of the patients and the flexibility of the system. Several researchers have developed fall detection using wearable sensors due to their flexibility and nature of privacy. Most of those developed methods are supervised deep learning methods. However, data annotation is expensive because we use camera video recording and playback of each participant’s recorded video to label the data. Moreover, labelling using a camera recording limits the flexible and private nature of …