Evaluating the precision of AI-automated stand2squatAI_biorig app against video recording and stopwatch timing
Until recently, physicians conducted several diagnostic gait & posture tests with simple time measurements, using a stopwatch. Nowadays, with the help of AI, such tests have been automated, i.e., performed without the presence of a physician. Application stand2squatAI_biorig is an example of a real time measurement method. In the current research we conducted 26 stand to squat tests, to estimate the precision of its measurements by comparing it against video recording and stopwatch timing. The value of the application under study proved significant, since it outperformed stopwatch timing. Furthermore, it performed on par with the video recording method which required significant post-processing for manually time-stamping the stances.
Authors
- Philip Azariadis (ORCID: https://orcid.org/0000-0002-8687-5777)
- Christos Kampouris
Institutions
- University of West Attica (GR)
- University of the Aegean (GR)
Publication Details
- Published
- 2024-12-13
- DOI
- https://doi.org/10.1145/3716554.3716622
- Primary Topic
- Human Pose and Action Recognition
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- University of West Attica