Results 81 to 90 of about 3,076 (167)

Real-time pose estimation and motion tracking for motion performance using deep learning models

Journal of Intelligent Systems
With the refinement and scientificization of sports training, the demand for sports performance analysis in the field of sports has gradually become prominent.
Liu Long, Dai Yuxin, Liu Zhihao
doaj   +1 more source

Evaluating functional ability in older adults’ object retrieval behavior from kitchen furniture using OpenPose and REBA

Scientific Reports
The purpose of this study is to evaluate, through analysis, the ability of older persons to retrieve items from kitchen cabinets. To achieve this goal, data were collected from 128 valid questionnaires and supplemented with field research and user ...
Chengmin Zhou, Ruolan Yu, Jake Kaner
semanticscholar   +1 more source

Student Behavior Recognition in Classroom Based on Deep Learning

Applied Sciences
With the widespread application of information technology in education, the real-time detection of student behavior in the classroom has become a key issue in improving teaching quality.
Qingzheng Jia, Jialiang He
doaj   +1 more source

A Yoga Pose Difficulty Level Estimation Method Using OpenPose for Self-Practice System to Yoga Beginners

Inf.
Yoga is an exercise preferable for various users at different ages to enhance physical and mental health. To help beginner yoga self-practitioners avoid getting injured by selecting difficult yoga poses, the information of the difficulty level of yoga ...
Cheng-Liang Shih, Jun-You Liu, I. T. Anggraini, Yanqi Xiao, Nobuo Funabiki, Chih-Peng Fan   +5 more
semanticscholar   +1 more source

Advances in Federated Learning: Combining Local Preprocessing With Adaptive Uncertainty Symmetry to Reduce Irrelevant Features and Address Imbalanced Data

IEEE Access
Federated learning is increasingly being considered for sensor-driven human activity recognition, offering advantages in terms of privacy and scalability compared to centralized methods. However, challenges such as feature selection and client imbalanced
Zahraa Khduair Taha, Johnny Koh Siaw Paw, Yaw Chong Tak, Tiong Sieh Kiong, Kumaran Kadirgama, Foo Benedict, Tan Jian Ding, Kharudin Ali, Azher M. Abed   +8 more
doaj   +1 more source

Yoga Pose Detection and Correction Using OpenPose

International Journal for Research in Applied Science and Engineering Technology
: OpenPose serves as a powerful tool for Human Pose Estimation, specializing in localizing anatomical key points or parts with a primary focus on identifying various body parts.
Omkar Gurav, Utkarsh Kulthe, Shantik Bhalerao, Mangesh Lawande, P. Mali   +4 more
semanticscholar   +1 more source

Automated Gait Assessment for Rehabilitation Training Using Pose Tracking and Dynamic Time Warping. [PDF]

Diagnostics (Basel)
Yagi N, Otsuka K, Yamanaka Y, Mori K, Hata Y, Fujii Y, Sakai Y.   +6 more
europepmc   +1 more source

Automatic pose estimation in newborn infants: Lessons from the Baby Grow study. [PDF]

Behav Res Methods
Sotoodeh MS, Ossmy O, Donati G, Hall J, Rowan H, Forrester GS.   +5 more
europepmc   +1 more source

Lightweight deep learning technology for high quality development and intelligent transformation of sports under DeepLabV3 CSP Darknet53 model. [PDF]

Sci Rep
Zhang J.
europepmc   +1 more source

3D Pose Estimation Using Virtual Projection Based on 3D Reconstructed Model. [PDF]

Sensors (Basel)
Kim JW, Lee S, Park BS, Lee HB, Kang DH, Seo YH.   +5 more
europepmc   +1 more source