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This repository contains the implementation for face touching activity recognition using dynamic time warping (DTW).
This project is a collaboration with the GeronTechnology Lab directed by Dr. Mamoun T. Mardini in the Department of Health Outcomes and Biomedical Informatics supported by the UF Informatics Institute (UFII) COVID-19 Response SEED Program.
The goal of the project is to explore a potential approach to help users avoid touching their face in daily life by alerting them through a smartwatch application every time a face-touching behavior occurs.
I’m pleased to share that our paper was accepted to ACM ICMI 2021 as a Late-Breaking Results. Here is my pre-recorded talk. I’m grateful for the opportunity to share our work virtually at the ICMI 2021 conference:
For more details, please check out this walk-through of the project.
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Face touching activity recognition using dynamic time warping (DTW) and nested cross validation