Video processing using deep learning techniques: A systematic literature review
Studies show lots of advanced research on various data types such as image, speech, and
text using deep learning techniques, but nowadays, research on video processing is also an …
text using deep learning techniques, but nowadays, research on video processing is also an …
A survey of vision-based human action evaluation methods
Q Lei, JX Du, HB Zhang, S Ye, DS Chen - Sensors, 2019 - mdpi.com
The fields of human activity analysis have recently begun to diversify. Many researchers
have taken much interest in developing action recognition or action prediction methods. The …
have taken much interest in developing action recognition or action prediction methods. The …
Yoga pose estimation and feedback generation using deep learning
V Anand Thoutam, A Srivastava, T Badal… - Computational …, 2022 - Wiley Online Library
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 …
Yoga-82: a new dataset for fine-grained classification of human poses
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 …
Existing datasets for learning of poses are observed to be not challenging enough in terms …
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 …
there is the need of scientific analysis of y postures. It has been observed that pose detection …
Three-dimensional CNN-inspired deep learning architecture for Yoga pose recognition in the real-world environment
S Jain, A Rustagi, S Saurav, R Saini… - Neural Computing and …, 2021 - Springer
Existing techniques for Yoga pose recognition build classifiers based on sophisticated
handcrafted features computed from the raw inputs captured in a controlled environment …
handcrafted features computed from the raw inputs captured in a controlled environment …
Action recognition of construction workers under occlusion
Z Li, D Li - Journal of Building Engineering, 2022 - Elsevier
The capability to recognize the actions of workers through videos with adequate accuracy is
of great significance in construction engineering. Most of the current action recognition …
of great significance in construction engineering. Most of the current action recognition …
Estimation of yoga postures using machine learning techniques
Yoga is a traditional Indian way of keeping the mind and body fit, through physical postures
(asanas), voluntarily regulated breathing (pranayama), meditation, and relaxation …
(asanas), voluntarily regulated breathing (pranayama), meditation, and relaxation …
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 …