ProxiFit: Proximity Magnetic Sensing Using a Single Commodity Mobile toward Holistic Weight Exercise Monitoring

J Kim, Y Nam, J Lee, YJ Suh, I Hwang - … of the ACM on Interactive, Mobile …, 2023 - dl.acm.org
Although many works bring exercise monitoring to smartphone and smartwatch, inertial
sensors used in such systems require device to be in motion to detect exercises. We …

Augmenting Vision-Based Human Pose Estimation with Rotation Matrix

M Vazan, FS Masoumi, R Ou… - arXiv preprint arXiv …, 2023 - arxiv.org
Fitness applications are commonly used to monitor activities within the gym, but they often
fail to automatically track indoor activities inside the gym. This study proposes a model that …

[HTML][HTML] Towards Automatic Detection of Social Anxiety Disorder via Gaze Interaction

S Shafique, IA Khan, S Shah, W Jadoon, RN Jadoon… - Applied Sciences, 2022 - mdpi.com
Featured Application This work presented a method to detect Social Anxiety Disorder (SAD)
objectively Haar Cascade Classifiers. This method, therefore, could be used by clinicians …

[HTML][HTML] AI-based quantification of fitness activities using smartphones

J Huang, S Kaewunruen, J Ning - Sustainability, 2022 - mdpi.com
To encourage more active activities that have the potential to significantly reduce the risk of
people's health, we aim to develop an AI-based mobile app to identify four gym activities …

Precision strength training: Data-driven artificial intelligence approach to strength and conditioning

P Teikari, A Pietrusz - 2021 - osf.io
In strength training, personalised strength training (autoregulation) approaches have been
used to individualise exercise programs with monitoring for dynamic adjustment based on …

[PDF][PDF] Correcting incorrect form and posture within weightlifting exercises through electrical muscle stimulation (ems)

L van Breda, N van Gils, T Muyrers, Y Peng - 2021 - lucavanbreda.com
People often struggle with getting grasp of the correct form of weightlifting exercises which
can not only cause injuries, but can also result in a lack of progress. Existing solutions focus …

A System for Evaluating the Correctness of Physical Exercises Execution

CM Serban, A Hangan - 2022 IEEE International Conference …, 2022 - ieeexplore.ieee.org
As many people work from home, the effects of a sedentary lifestyle are more prominent and
there is need to promote and support at-home workout sessions. In this paper we present an …

[PDF][PDF] Using Time Series Classification in the Gym with smartphones to gamify and encourage exercise

H Redman - harryredman.com
This report evaluates the performance of various classification algorithms on a dataset of
gym exercises recorded using time series data from the accelerometer and gyroscope …