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Machine and deep learning for sport-specific movement recognition: A systematic review of model development and performance
Objective assessment of an athlete's performance is of importance in elite sports to facilitate
detailed analysis. The implementation of automated detection and recognition of sport …
detailed analysis. The implementation of automated detection and recognition of sport …
[HTML][HTML] Classification of human motion data based on inertial measurement units in sports: a sco** review
Inertial measurement units (IMU) are widely used in sports applications to digitise human
motion by measuring acceleration and rotational velocity in three-dimensional space. A …
motion by measuring acceleration and rotational velocity in three-dimensional space. A …
AI-enabled prediction of video game player performance using the data from heterogeneous sensors
The emerging progress of video gaming and eSports lacks the tools for ensuring high-
quality analytics and training in professional and amateur eSports teams. We report on an …
quality analytics and training in professional and amateur eSports teams. We report on an …
Skating into the unknown: sco** the physical, technical, and tactical demands of competitive skateboarding
Background The inclusion of skateboarding in the Olympics suggests that athletes and
coaches are seeking ways to enhance their chances of succeeding on the world stage …
coaches are seeking ways to enhance their chances of succeeding on the world stage …
The classification of skateboarding trick manoeuvres through the integration of IMU and machine learning
MA Abdullah, MAR Ibrahim, MNAB Shapiee… - … : Proceedings of the 2nd …, 2020 - Springer
The evaluation of tricks executions in skateboarding is commonly carried out subjectively.
The panels of judges rely on their prior experience in classifying the effectiveness of tricks …
The panels of judges rely on their prior experience in classifying the effectiveness of tricks …
The classification of skateboarding tricks via transfer learning pipelines
MA Abdullah, MAR Ibrahim, MNA Shapiee… - PeerJ Computer …, 2021 - peerj.com
This study aims at classifying flat ground tricks, namely Ollie, Kickflip, Shove-it, Nollie and
Frontside 180, through the identification of significant input image transformation on different …
Frontside 180, through the identification of significant input image transformation on different …
The classification of skateboarding tricks by means of the integration of transfer learning and machine learning models
MNA Shapiee, MAR Ibrahim, MAM Razman… - Embracing Industry 4.0 …, 2020 - Springer
Generally, the assessment of skateboarding tricks executions is completed abstractly
dependent on the judges' understanding and experience. Hence, an objective and means …
dependent on the judges' understanding and experience. Hence, an objective and means …
Classification of Australian football kick types in-situation via ankle-mounted inertial measurement units
The utility of inertial measurement units (IMUs) for sporting skill and performance analysis
during training and competition is advantageous for enhancing the objectivity of athlete …
during training and competition is advantageous for enhancing the objectivity of athlete …
Assessment of perceptual-cognitive abilities among athletes in virtual environments: Exploring interaction concepts for soccer players
Cognitive skills and their assessment gain increasing importance in soccer. In the past,
athletes' perceptual-cognitive capabilities were only assessed using 2D media with its …
athletes' perceptual-cognitive capabilities were only assessed using 2D media with its …
The classification of skateboarding trick manoeuvres through the integration of image processing techniques and machine learning
MNA Shapiee, MAR Ibrahim, MA Mohd Razman… - … : Proceedings of the 5th …, 2020 - Springer
More often than not, the evaluation of skateboarding tricks executions is assessed intuitively
according to the judges' observation and hence are susceptible to biasness if not inaccurate …
according to the judges' observation and hence are susceptible to biasness if not inaccurate …