Deep learning approaches for workout repetition counting and validation

B Ferreira, PM Ferreira, G Pinheiro, N Figueiredo… - Pattern Recognition …, 2021 - Elsevier
The study of the human body motion throughout different activities is one of the most
challenging and long-standing problems in Computer Vision. With the recent advances in …

Periodic physical activity information segmentation, counting and recognition from video

SH Cheng, MA Sarwar, YA Daraghmi, TU İk… - IEEE Access, 2023 - ieeexplore.ieee.org
The research on complex human body motion including sports and workout activity
recognition is a major challenge and long-lasting problem for the computer vision …

[HTML][HTML] PersonalPT: One-shot approach for skeletal-based repetitive action counting for physical therapy

A Postlmayr, B Garg, P Cosman, S Dey - Smart Health, 2024 - Elsevier
There are thousands of physical therapy exercises which can be selected to tailor an
individual's rehabilitation program. In addition, exercises can be modified to accommodate a …

invariant exercise repetition counting

YC Hsu, T Efstratios, K Tsui - Health Information Science and Systems, 2023 - Springer
Counting the repetition of human exercise and physical rehabilitation is common in
rehabilitation and exercise training. The existing vision-based repetition counting methods …

Standardized detection and counting of sit-ups based on CenterNet

Z Zhu, X Gao, Y Shi, Z Shi - AIIPCC 2022; The Third …, 2022 - ieeexplore.ieee.org
Motion detection technology based on deep learning can adapt to the impact on recognition
accuracy in a variety of complex backgrounds, but the existing algorithms are difficult to …

[HTML][HTML] OPTIMISTIC PREDICTION METHOD FOR VALUE COUNTER OF PHYSICAL EXERCISES REPETITIONS ON THE OUTPUT SIGNAL OF THE NEURAL …

O Danchenko, J Broyda, O Bielova - The Scientific Heritage, 2021 - cyberleninka.ru
In recent years, due to the rapid development of artificial intelligence systems and computer
vision new neural network architectures appeared, which main function is to assess the …