[HTML][HTML] An overview of Human Action Recognition in sports based on Computer Vision

K Host, M Ivašić-Kos - Heliyon, 2022 - cell.com
Abstract Human Action Recognition (HAR) is a challenging task used in sports such as
volleyball, basketball, soccer, and tennis to detect players and recognize their actions and …

[HTML][HTML] Sport performance analysis with a focus on racket sports: A review

S Krizkova, H Tomaskova, EB Tirkolaee - Applied Sciences, 2021 - mdpi.com
Athletes, both professional and amateur, are always looking for ways to improve their
performance. With the introduction and increasing availability of modern technologies and …

[HTML][HTML] Automated service height fault detection using computer vision and machine learning for badminton matches

GL Goh, GD Goh, JW Pan, PSP Teng, PW Kong - Sensors, 2023 - mdpi.com
In badminton, accurate service height detection is critical for ensuring fairness. We
developed an automated service fault detection system that employed computer vision and …

[HTML][HTML] Agnostic Taekwondo Action Recognition Using Synthesized Two-Dimensional Skeletal Datasets

C Luo, SW Kim, HY Park, K Lim, H Jung - Sensors, 2023 - mdpi.com
Issues of fairness and consistency in Taekwondo poomsae evaluation have often occurred
due to the lack of an objective evaluation method. This study proposes a three-dimensional …

[Retracted] Recognition of Badminton Shot Action Based on the Improved Hidden Markov Model

C Ma, D Yu, H Feng - Journal of healthcare engineering, 2021 - Wiley Online Library
In recent years, with the rapid development of sports, the number of people playing various
sports is increasing day by day. Among them, badminton has become one of the most …

Design of badminton training robot with athlete detection

JL Ordoñez-Avila, AD Pineda… - … on Control and …, 2022 - ieeexplore.ieee.org
Robots are used in sports directly, for their participation in some sports competitions, and
indirectly, to develop some applications used for training or the recovery of an athlete after …

Recognition and Evaluation of Stability Movements in Gymnastics Based on Deep Learning

AS Abdullah, KI Alsaif - 2023 Al-Sadiq International …, 2023 - ieeexplore.ieee.org
Research in the field of computer vision is currently an active and developing area. The
evolution of technology and the increasing capabilities of computing and artificial neural …

Modeling the Badminton Stroke Pattern Through the Sequential Pattern Discovery Using Equivalent Classes (SPADE) Algorithm

JR Sari, A Ahdika - MENDEL, 2023 - mendel-journal.org
Badminton is one of the most popular sports in the world, especially in Asia. It has a parent
organization called Badminton World Federation (BWF). Discussion about player strategies …

Inertial Sensor Binding Position and Combination in Badminton Action Recognition Using Machine Learning

X Zhang, L Qin, X Sun, L Cheng… - 2023 IEEE 13th …, 2023 - ieeexplore.ieee.org
During the coaching of both novice and seasoned badminton players, a comprehensive
analysis of their physical training regimens has gained paramount importance. To achieve …

[PDF][PDF] Computer Vision System For Backflip Motion Recognition in Gymnastics Based On Deep Learning

AS Abdullah, KI AlSaif - Journal of Al-Qadisiyah for computer science and …, 2023 - iasj.net
Reliance on computer vision systems in the sports field is one of the very important topics,
which are of high importance, especially in the arbitration process or evaluating the …