AIMC Topic: Athletes

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A Study of Athlete Pose Estimation Techniques in Sports Game Videos Combining Multiresidual Module Convolutional Neural Networks.

Computational intelligence and neuroscience Dec 28, 2021
In this paper, we propose a multiresidual module convolutional neural network-based method for athlete pose estimation in sports game videos. The network firstly designs an improved residual module based on the traditional residual module. Firstly, a...
Athletes Neural Networks, Computer Sports Posture Humans
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Hydration Status and Fluid Replacement Strategies of High-Performance Adolescent Athletes: An Application of Machine Learning to Distinguish Hydration Characteristics.

Nutrients Nov 15, 2021
There are limited data on the fluid balance characteristics and fluid replenishment behaviors of high-performance adolescent athletes. The heterogeneity of hydration status and practices of adolescent athletes warrant efficient approaches to individu...
Athletes Drinking Behavior Male Drinking Adolescent Athletic Performance Cluster Analysis Sports Singapore Water-Electrolyte Balance Machine Learning Dehydration Female Organism Hydration Status Humans
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Adaptive Athlete Training Plan Generation: An intelligent control systems approach.

Journal of science and medicine in sport Oct 24, 2021
OBJECTIVES: The planning and control of team sport training activities is an extremely important aspect of athletic development and team performance. This research introduces a novel system which leverages techniques from the fields of control system...
Computer Simulation Feedback Humans Artificial Intelligence Athletes
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Athlete Behavior Recognition Technology Based on Siamese-RPN Tracker Model.

Computational intelligence and neuroscience Oct 19, 2021
With the rapid development of deep learning algorithms, it is gradually applied in UAV (Unmanned Aerial Vehicle) driving, visual recognition, target tracking, behavior recognition, and other fields. In the field of sports, many scientists put forward...
Athletes Sports Algorithms Technology Humans Neural Networks, Computer
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Estimation of Mechanical Power Output Employing Deep Learning on Inertial Measurement Data in Roller Ski Skating.

Sensors (Basel, Switzerland) Sep 29, 2021
The ability to optimize power generation in sports is imperative, both for understanding and balancing training load correctly, and for optimizing competition performance. In this paper, we aim to estimate mechanical power output by employing a time-...
Skiing Skating Exercise Test Athletes Humans Deep Learning
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Sports Training System Based on Convolutional Neural Networks and Data Mining.

Computational intelligence and neuroscience Sep 20, 2021
In recent years, China's sports industry has achieved good development, but the efficiency of athletes in the training process is difficult to have scientific guarantee. How to use scientific algorithm and data mining technology to accurately guide t...
Sports Athletes Algorithms Humans Data Mining Neural Networks, Computer
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Signal Recognition Based on APSO-RBF Neural Network to Assist Athlete's Competitive Ability Evaluation.

Computational intelligence and neuroscience Jul 22, 2021
The advanced analysis and research methods of big data will provide theoretical support for the integration of athletes' talent training. The advanced technological methods of big data will also give full play to the advantages of tapping the potenti...
Neural Networks, Computer Humans Athletes Algorithms
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Estimating Player Positions from Padel High-Angle Videos: Accuracy Comparison of Recent Computer Vision Methods.

Sensors (Basel, Switzerland) May 12, 2021
The estimation of player positions is key for performance analysis in sport. In this paper, we focus on image-based, single-angle, player position estimation in padel. Unlike tennis, the primary camera view in professional padel videos follows a de f...
Athletes Tennis Neural Networks, Computer Computers Humans
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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...
Humans Martial Arts Athletes Lactates Artificial Intelligence Big Data
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Injury Prediction in Competitive Runners With Machine Learning.

International journal of sports physiology and performance Apr 29, 2021
PURPOSE: Staying injury free is a major factor for success in sports. Although injuries are difficult to forecast, novel technologies and data-science applications could provide important insights. Our purpose was to use machine learning for the pred...
Humans Machine Learning Athletes
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