AIMC Topic: Martial Arts
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Explainable quality assessment of effective aligned skeletal representations for martial arts movements by multi-machine learning decisions.
Scientific reports
Jan 2, 2025
How to utilize modern technological means to provide both accurate scoring and objective feedback for martial arts movements has become an issue that needs to be addressed in the field of physical education. This study proposes an intelligent scoring...
Arm Movement Analysis Technology of Wushu Competition Image Based on Deep Learning.
Computational intelligence and neuroscience
Aug 12, 2022
In order to improve the recognition accuracy of action poses for athletes in martial arts competitions, it is considered that a single frame pose does not have the temporal features required for sequential actions. Based on deep learning, this paper ...
Influence of Sports Biomechanics on Martial Arts Sports and Comprehensive Neuromuscular Control under the Background of Artificial Intelligence.
Contrast media & molecular imaging
Aug 10, 2022
Neuromuscular control refers to the reflexes of nerves that affect muscle balance and function. In addition, there are interactions between joint structure, muscle function, and the central nervous system. In the integration with other intelligent co...
Wushu Routine Movement and Diagnosis Based on Deep Learning and Symmetric Difference Algorithm.
Computational intelligence and neuroscience
Jun 17, 2022
Wushu is one of the traditional cultural symbols of the Chinese nation. It is also one of the most popular sports activities among the people. With the attention and love of contemporary people to sports activities, Wushu is also constantly developin...
Automated Detection Model Based on Deep Learning for Knee Joint Motion Injury due to Martial Arts.
Computational and mathematical methods in medicine
May 17, 2022
OBJECTIVE: Develop a set of knee joint martial arts injury monitoring models based on deep learning, train and evaluate the model's effectiveness.
Artificial Intelligence Auxiliary Algorithm for Wushu Routine Competition Decision Based on Feature Fusion.
Journal of healthcare engineering
Aug 11, 2021
The developments of modern science and technology have significantly promoted the progress of sports science. Advanced technological methods have been widely used in sports training, which has not only improved the scientific level of training but al...
Visual Information Features and Machine Learning for Wushu Arts Tracking.
Journal of healthcare engineering
Aug 4, 2021
Martial arts tracking is an important research topic in computer vision and artificial intelligence. It has extensive and vital applications in video monitoring, interactive animation and 3D simulation, motion capture, and advanced human-computer int...
Martial Arts Routine Training Method Based on Artificial Intelligence and Big Data of Lactate Measurement.
Journal of healthcare engineering
May 11, 2021
As a traditional Chinese sport, competitive martial arts routines have a long history. The competition rules are the unified norms and standards formulated for sports competitions. They are a yardstick for referees to judge the technical level and co...
An efficient semi-supervised community detection framework in social networks.
PloS one
May 23, 2017
Community detection is an important tasks across a number of research fields including social science, biology, and physics. In the real world, topology information alone is often inadequate to accurately find out community structure due to its spars...
Research on prediction and evaluation algorithm of sports athletes performance based on neural network.
Technology and health care : official journal of the European Society for Engineering and Medicine
Jan 1, 2024
BACKGROUND: The Ultimate Fighting Championship (UFC) stands as a prominent global platform for professional mixed martial arts, captivating audiences worldwide. With its continuous growth and globalization efforts, UFC events have garnered significan...
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