The Role of Emergent Technologies in the Dynamic and Kinematic Assessment of Human Movement in Sport and Clinical Applications

S Edriss, C Romagnoli, L Caprioli, A Zanela… - Applied Sciences, 2024 - mdpi.com
Physical activity analysis assessment has been a concern throughout human history. The
intersection of technological growth with sports has given rise to a burgeoning field known …

Smart Boxing Glove “RD α”: IMU Combined with Force Sensor for Highly Accurate Technique and Target Recognition Using Machine Learning

D Cizmic, D Hoelbling, R Baranyi, R Breiteneder… - Applied Sciences, 2023 - mdpi.com
Emerging smart devices have gathered increasing popularity within the sports community,
presenting a promising avenue for enhancing athletic performance. Among these, the Rise …

One size doesn't fit all: Supervised machine learning classification in athlete-monitoring

MTO Worsey, HG Espinosa, JB Shepherd… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Athlete movement data are integral for optimizing athlete-performance and can lead to
reduced fatigue and in turn can mitigate injury risk. There is a substantial amount of scientific …

Application of an artificial neural network to automate the measurement of kinematic characteristics of punches in boxing

I Khasanshin - Applied Sciences, 2021 - mdpi.com
This work aimed to study the automation of measuring the speed of punches of boxers
during shadow boxing using inertial measurement units (IMUs) based on an artificial neural …

Recognition punches in karate using acceleration sensors and convolution neural networks

A Labintsev, I Khasanshin, D Balashov… - IEEE …, 2021 - ieeexplore.ieee.org
Coaches and athletes need to understand the kinematics and dynamics of karate kicks to
improve the training process and results. The research was aimed at studying the automatic …

Image expression of time series data of wearable IMU sensor and fusion classification of gymnastics action

Y Zhao, F Dong, T Sun, Z Ju, L Yang, P Shan… - Expert Systems with …, 2024 - Elsevier
Human activity recognition (HAR) based on multimodal wearable motion sensors is a
valuable technology, and gymnastics action recognition is one of its important application …

Punch trackers: correct recognition depends on punch type and training experience

D Omcirk, T Vetrovsky, J Padecky, S Vanbelle… - Sensors, 2021 - mdpi.com
To determine the ability of different punch trackers (PT)(Corner (CPT), Everlast (EPT), and
Hykso (HPT)) to recognize specific punch types (lead and rear straight punches, lead and …

A nonsupervised learning approach for automatic characterization of short-distance boxing training

J Vales-Alonso, FJ González-Castaño… - … on Systems, Man …, 2023 - ieeexplore.ieee.org
Human activity recognition (HAR) for boxing training typically requires specialized hardware
or large labeled datasets to identify different types of punches and analyze their basic …

Automatic classification of running surfaces using an ankle-worn inertial sensor

MTO Worsey, HG Espinosa, JB Shepherd, DV Thiel - Sports Engineering, 2021 - Springer
Running surfaces influence energy consumption and gait parameters including swing time
and stance time. This paper compares running gait cycle time, swing time and stance time …

Boxing speed and muscle scientific training

Q Wu - Revista Brasileira de Medicina do Esporte, 2022 - SciELO Brasil
Introduction: Boxing is a sport that requires a lot of explosive power, that is, it demands from
its practitioners not only to use their strength, but to do so very rapidly. Objective: To analyze …