Results 91 to 100 of about 2,707 (200)

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

Tracking of a Human Body in Motion using OpenPose Library

, 2020
Problem precizne digitalizacije kretanja ljudskog tijela nije popularan samo u industriji vizualnih efekata, već i u biomehanici, robotici i za općenito razumijevanje podsvjesnog ljudskog ponašanja.
Šparemblek, Daniel Rey
core  

Estimating hip impact velocity and acceleration from video-captured falls using a pose estimation algorithm

Scientific Reports
Analyzing video footage of falls in older adults has emerged as an alternative to traditional lab studies. However, this approach is limited by the labor-intensive process of manually labeling body parts.
Reese Michaels, Tiago V. Barreira, Stephen N. Robinovitch, Jacob J. Sosnoff, Yaejin Moon   +4 more
doaj   +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

Comparison of the evaluation of selected functional tests by physiotherapists and the OpenPose system

, 2022
1 ABSTRACT Title: Comparing physiotherapist's functional test assessments with OpenPose kinematic data Objectives: Assess wether is OpenPose (OP) system able to detect parameters of poor performance in the Single Leg Squat Test and Step Down Test ...
Turna, Matyáš
core  

OpenPose

The Journal of The Institute of Image Information and Television Engineers, 2019
Inada, Kentaro, Osawa, Ryohei, Yamakawa, Atsuya   +2 more
openaire   +1 more source

2D skeletons, including facial landmarks and hand details are automatically extracted using the OpenPose library [18].

, 2018
2D skeletons, including facial landmarks and hand details are automatically extracted using the OpenPose library [18].
Charlotte E. R. Edmunds (5873927), Séverin Lemaignan (5873924), Tony Belpaeme (704639), Emmanuel Senft (5873930)   +3 more
core   +1 more source

Evaluation for the Synchronization of the Parade with OpenPose

Journal of Robotics, Networking and Artificial Life, 2019
Yohei Okugawa, Masao Kubo, Hiroshi Sato 0001, Duc Viet Bui   +3 more
openaire   +2 more sources

Lightweight OpenPose with MobileNet v1 backbone and ResNet-50 for badminton technical action recognition in teaching

Discover Applied Sciences
The rapid development of computer technology and increasing focus on physical fitness have spurred the application of deep learning in sports training.
Li Fan
doaj   +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