3D human pose estimation via intuitive physics

S Tripathi, L Müller, CHP Huang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Estimating 3D humans from images often produces implausible bodies that lean, float, or
penetrate the floor. Such methods ignore the fact that bodies are typically supported by the …

Yoga pose classification: a CNN and MediaPipe inspired deep learning approach for real-world application

S Garg, A Saxena, R Gupta - Journal of Ambient Intelligence and …, 2023 - Springer
Yoga is a centuries-old style of exercise followed by sports personnel, patients, and
physiotherapist as their regime. A correct posture and technique are the key points in yoga …

Pose tutor: an explainable system for pose correction in the wild

B Dittakavi, D Bavikadi, SV Desai… - Proceedings of the …, 2022 - openaccess.thecvf.com
Under the new norm of working from home, demand for fitness from home is on the rise.
Different exercise forms solve different fitness needs for different people. Yoga gives …

Flag3d: A 3d fitness activity dataset with language instruction

Y Tang, J Liu, A Liu, B Yang, W Dai… - Proceedings of the …, 2023 - openaccess.thecvf.com
With the continuously thriving popularity around the world, fitness activity analytic has
become an emerging research topic in computer vision. While a variety of new tasks and …

LogRF: An approach to human pose estimation using skeleton landmarks for physiotherapy fitness exercise correction

A Raza, AM Qadri, I Akhtar, NA Samee… - IEEE …, 2023 - ieeexplore.ieee.org
Human pose and gesture estimation are crucial in correcting physiotherapy fitness
exercises. In recent years, advancements in computer vision and machine learning …

Flowar: How different augmented reality visualizations of online fitness videos support flow for at-home yoga exercises

HY Jo, L Seidel, M Pahud, M Sinclair… - Proceedings of the 2023 …, 2023 - dl.acm.org
Online fitness video tutorials are an increasingly popular way to stay fit at home without a
personal trainer. However, to keep the screen playing the video in view, users typically …

[HTML][HTML] Yonet: A neural network for yoga pose classification

FB Ashraf, MU Islam, MR Kabir, J Uddin - SN Computer Science, 2023 - Springer
Yoga has become an integral part of human life to maintain a healthy body and mind in
recent times. With the growing, fast-paced life and work from home, it has become difficult for …

Yog-guru: Real-time yoga pose correction system using deep learning methods

A Chaudhari, O Dalvi, O Ramade… - 2021 international …, 2021 - ieeexplore.ieee.org
Self-learning is an integral part in Yoga, but incorrect posture while performing yoga can
lead to serious harm to muscles and ligaments of the body. Thus to prevent this we present …

3d pose based feedback for physical exercises

Z Zhao, S Kiciroglu, H Vinzant… - Proceedings of the …, 2022 - openaccess.thecvf.com
Unsupervised self-rehabilitation exercises and physical training can cause serious injuries if
performed incorrectly. We introduce a learning-based framework that identifies the mistakes …

YogNet: A two-stream network for realtime multiperson yoga action recognition and posture correction

SK Yadav, A Agarwal, A Kumar, K Tiwari… - Knowledge-Based …, 2022 - Elsevier
Yoga is a traditional Indian exercise. It specifies various body postures called asanas,
practicing them is beneficial for the physical, mental, and spiritual well-being. To support the …