Recent progress in sensing and computing techniques for human activity recognition and motion analysis
The recent scientific and technical advances in Internet of Things (IoT) based pervasive
sensing and computing have created opportunities for the continuous monitoring of human …
sensing and computing have created opportunities for the continuous monitoring of human …
Assessing human motion during exercise using machine learning: A literature review
The World Health Organization promotes healthy living through regular physical activities,
such as exercise and sports, as well as access to healthcare and rehabilitation services for …
such as exercise and sports, as well as access to healthcare and rehabilitation services for …
[图书][B] Artificial intelligence in sport performance analysis
To understand the dynamic patterns of behaviours and interactions between athletes that
characterize successful performance in different sports is an important challenge for all sport …
characterize successful performance in different sports is an important challenge for all sport …
Functional movement screen dataset collected with two azure kinect depth sensors
QJ Xing, YY Shen, R Cao, SX Zong, SX Zhao, YF Shen - Scientific Data, 2022 - nature.com
This paper presents a dataset for vision-based autonomous Functional Movement Screen
(FMS) collected from 45 human subjects of different ages (18–59 years old) executing the …
(FMS) collected from 45 human subjects of different ages (18–59 years old) executing the …
Quantifying how functional and structural personal factors influence biomechanical exposures in paramedic lifting tasks
It is unknown how structural (sex, stature, body mass) and functional (strength, flexibility)
personal factors influence lifting strategy in paramedic work. We explored whether variance …
personal factors influence lifting strategy in paramedic work. We explored whether variance …
Sensor data required for automatic recognition of athletic tasks using deep neural networks
AL Clouthier, GB Ross, RB Graham - Frontiers in bioengineering and …, 2020 - frontiersin.org
Movement screens are used to assess the overall movement quality of an athlete. However,
these rely on visual observation of a series of movements and subjective scoring. Data …
these rely on visual observation of a series of movements and subjective scoring. Data …
Objective classification and scoring of movement deficiencies in patients with anterior cruciate ligament reconstruction
Motion analysis systems are widely employed to identify movement deficiencies—eg
patterns that potentially increase the risk of injury or inhibit performance. However, findings …
patterns that potentially increase the risk of injury or inhibit performance. However, findings …
Three-Dimensional Motion Capture Data of a Movement Screen from 183 Athletes
X Zhao, G Ross, B Dowling, RB Graham - Scientific Data, 2023 - nature.com
Movement screens are widely used to identify aberrant movement patterns in hopes of
decreasing risk of injury, identifying talent, and/or improving performance. Motion capture …
decreasing risk of injury, identifying talent, and/or improving performance. Motion capture …
Differential effects of sex on upper body kinematics and kinetics during fatiguing, Asymmetric lifting
This study quantified sex-specific biomechanical adaptations to fatigue in asymmetric lifting.
Twenty-one females and fifteen males performed a prolonged asymmetric lifting protocol …
Twenty-one females and fifteen males performed a prolonged asymmetric lifting protocol …
Connected skiing: Motion quality quantification in alpine skiing
C Snyder, A Martínez, R Jahnel, J Roe, T Stöggl - Sensors, 2021 - mdpi.com
Recent developments in sensing technology have made wearable computing smaller and
cheaper. While many wearable technologies aim to quantify motion, there are few which aim …
cheaper. While many wearable technologies aim to quantify motion, there are few which aim …