Insole-based systems for health monitoring: Current solutions and research challenges

S Subramaniam, S Majumder, AI Faisal, MJ Deen - Sensors, 2022 - mdpi.com
Wearable health monitoring devices allow for measuring physiological parameters without
restricting individuals' daily activities, providing information that is reflective of an individual's …

Monitoring methods of human body joints: State-of-the-art and research challenges

AI Faisal, S Majumder, T Mondal, D Cowan, S Naseh… - Sensors, 2019 - mdpi.com
The world's population is aging: the expansion of the older adult population with multiple
physical and health issues is now a huge socio-economic concern worldwide. Among these …

Yoga-82: a new dataset for fine-grained classification of human poses

M Verma, S Kumawat… - Proceedings of the …, 2020 - openaccess.thecvf.com
Human pose estimation is a well-known problem in computer vision to locate joint positions.
Existing datasets for learning of poses are observed to be not challenging enough in terms …

Yoga meets intelligent internet of things: recent challenges and future directions

R Pal, D Adhikari, MBB Heyat, I Ullah, Z You - Bioengineering, 2023 - mdpi.com
The physical and mental health of people can be enhanced through yoga, an excellent form
of exercise. As part of the breathing procedure, yoga involves stretching the body organs …

Implementation of machine learning technique for identification of yoga poses

Y Agrawal, Y Shah, A Sharma - 2020 IEEE 9th international …, 2020 - ieeexplore.ieee.org
In recent years, yoga has become part of life for many people across the world. Due to this
there is the need of scientific analysis of y postures. It has been observed that pose detection …

Novel IoT-based privacy-preserving yoga posture recognition system using low-resolution infrared sensors and deep learning

M Gochoo, TH Tan, SC Huang… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
In recent years, the number of yoga practitioners has been drastically increased and there
are more men and older people practice yoga than ever before. Internet of Things (IoT) …

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 …

A survey on yogic posture recognition

AK Rajendran, SC Sethuraman - IEEE Access, 2023 - ieeexplore.ieee.org
Yoga has been a great form of physical activity and one of the promising applications in
personal health care. Several studies prove that yoga is used as one of the physical …

Human posture recognition based on multiple features and rule learning

W Ding, B Hu, H Liu, X Wang, X Huang - International Journal of Machine …, 2020 - Springer
The use of skeleton data for human posture recognition is a key research topic in the human-
computer interaction field. To improve the accuracy of human posture recognition, a new …

Infinity yoga tutor: Yoga posture detection and correction system

F Rishan, B De Silva, S Alawathugoda… - 2020 5th …, 2020 - ieeexplore.ieee.org
Popularity of yoga is increasing daily. The reason for this is the physical, mental and spiritual
benefits that could be obtained by practicing yoga. Many are following this trend and …