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Yoga pose classification: a CNN and MediaPipe inspired deep learning approach for real-world application
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 …
physiotherapist as their regime. A correct posture and technique are the key points in yoga …
Human movement datasets: An interdisciplinary sco** review
Movement dataset reviews exist but are limited in coverage, both in terms of size and
research discipline. While topic-specific reviews clearly have their merit, it is critical to have a …
research discipline. While topic-specific reviews clearly have their merit, it is critical to have a …
Yoga pose estimation and feedback generation using deep learning
Yoga is a 5000‐year‐old practice developed in ancient India by the Indus‐Sarasvati
civilization. The word yoga means deep association and union of mind with the body. It is …
civilization. The word yoga means deep association and union of mind with the body. It is …
Pose tutor: an explainable system for pose correction in the wild
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 …
Different exercise forms solve different fitness needs for different people. Yoga gives …
AI-facilitated reflective practice in physical education: An auto-assessment and feedback approach
To improve students' sports skills performance, it is important to engage them in reflective
practice. However, in physical classes, a teacher generally needs to face a number of …
practice. However, in physical classes, a teacher generally needs to face a number of …
Image anomaly detection and prediction scheme based on SSA optimized ResNet50-BiGRU model
Image anomaly detection is a popular research direction, with many methods emerging in
recent years due to rapid advancements in computing. The use of artificial intelligence for …
recent years due to rapid advancements in computing. The use of artificial intelligence 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 …
personal health care. Several studies prove that yoga is used as one of the physical …
Advancements in Yoga Pose Estimation Using Artificial Intelligence: A Survey
Human pose estimation has been a prevalent field of computer vision and sensing study. In
recent years, it has made many advances that have helped humanity in the fields of sports …
recent years, it has made many advances that have helped humanity in the fields of sports …
YogNet: A two-stream network for realtime multiperson yoga action recognition and posture correction
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 …
practicing them is beneficial for the physical, mental, and spiritual well-being. To support the …
A view independent classification framework for yoga postures
Yoga is a globally acclaimed and widely recommended practice for a healthy living.
Maintaining correct posture while performing a Yogasana is of utmost importance. In this …
Maintaining correct posture while performing a Yogasana is of utmost importance. In this …