Real-time AI-assisted visual exercise pose correctness during rehabilitation training for musculoskeletal disorder

D Ekambaram, V Ponnusamy - Journal of Real-Time Image Processing, 2024 - Springer
Exercise therapy is a prominent method for recovering from musculoskeletal disorders like
Work-related Musculoskeletal Disorder (WMSD), Classroom-related Musculoskeletal …

Fitness Done Right: a Real-time Intelligent Personal Trainer for Exercise Correction

Y Chen, Y Chen, Z Tu - arXiv preprint arXiv:1911.07935, 2019 - arxiv.org
Keeping fit has been increasingly important for people nowadays. However, people may not
get expected exercise results without following professional guidance while hiring personal …

Novel Approach for Real-Time Exercise Posture Correction Using Computer Vision and Cnn

S Sitapara, DP Akarsha, M Jain… - 2023 International …, 2023 - ieeexplore.ieee.org
In recent years, there has been an increased focus on physical fitness, this underscores the
need for proper exercise form to prevent injuries and maximize benefits. This paper presents …

Artificial Intelligence (AI) Powered Precise Classification of Recuperation Exercises for Musculoskeletal Disorders.

D Ekambaram, V Ponnusamy… - Traitement du …, 2023 - search.ebscohost.com
Musculoskeletal pain is one of the significant health issues faced by the Information
Technology (IT) industries and health-care professional personnel. The current IT sector …

Real-time Fitness Activity Recognition and Correction using Deep Neural Networks

MM Varghese, S Ramesh, S Kadham… - 2023 57th Annual …, 2023 - ieeexplore.ieee.org
Fitness activities are beneficial to one's health and well-being. During the Covid-19
pandemic, demand for virtual trainers increased. There are current systems that can classify …

Realtime indoor workout analysis using machine learning & computer vision

A Nagarkoti, R Teotia, AK Mahale… - 2019 41st Annual …, 2019 - ieeexplore.ieee.org
These days there are thousands of workout videos available on the internet. Samsung
Health 2 [1] provides a dedicated section called programs containing short workout videos …

Robust vision-based workout analysis using diversified deep latent variable model

H Xiong, S Berkovsky, RV Sharan… - 2020 42nd Annual …, 2020 - ieeexplore.ieee.org
Exercising has various health benefits and it has become an integral part of the
contemporary lifestyle. However, some workouts are complex and require a trainer to …

A Study on Physiotherapy Exercise Corrector

G Bhatambarekar, SA Bhinge, K Bhale… - … on Smart Generation …, 2022 - ieeexplore.ieee.org
An estimated 200 million individuals work in the $90 billion fitness and healthcare sector. It
is crucial to carry out the exercises with proper form and vigor. Everyone is now more than …

A Collaborative and Adaptive Feedback System for Physical Exercises

I Ranasinghe, C Yuan, R Dantu… - 2021 IEEE 7th …, 2021 - ieeexplore.ieee.org
Maintaining motivation to meet physical exercise goals is a big challenge in virtual/home-
based exercise guidance systems. Lack of motivation, long-maintained bad daily routines …

Performance assessment of physiotherapy and rehabilitation exercises with deep learning

İ Aytutuldu, T Aydin - 2022 30th Signal Processing and …, 2022 - ieeexplore.ieee.org
Physiotherapy and rehabilitation process is critical for patients in postoperative recovery or
the treatment of a wide variety of musculoskeletal disorders. However, providing access to a …