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 …
Development of a skill acquisition periodisation framework for high-performance sport
D Farrow, S Robertson - Sports Medicine, 2017 - Springer
Unlike physical training, skill acquisition does not currently utilise periodisation to plan,
monitor and evaluate programs. Development of a skill acquisition periodisation framework …
monitor and evaluate programs. Development of a skill acquisition periodisation framework …
[HTML][HTML] Characteristics of complex systems in sports injury rehabilitation: examples and implications for practice
Complex systems are open systems consisting of many components that can interact among
themselves and the environment. New forms of behaviours and patterns often emerge as a …
themselves and the environment. New forms of behaviours and patterns often emerge as a …
[HTML][HTML] Sport practitioners as sport ecology designers: how ecological dynamics has progressively changed perceptions of skill “acquisition” in the sporting habitat
Over two decades ago, Davids et al.(1994) and Handford et al.(1997) raised theoretical
concerns associated with traditional, reductionist, and mechanistic perspectives of …
concerns associated with traditional, reductionist, and mechanistic perspectives of …
Explaining match outcome in elite Australian Rules football using team performance indicators
S Robertson, N Back, JD Bartlett - Journal of sports sciences, 2016 - Taylor & Francis
The relationships between team performance indicators and match outcome have been
examined in many team sports, however are limited in Australian Rules football. Using data …
examined in many team sports, however are limited in Australian Rules football. Using data …
Predicting higher selection in elite junior Australian Rules football: The influence of physical performance and anthropometric attributes
Objectives To develop a physiological performance and anthropometric attribute model to
predict Australian Football League draft selection. Design Cross-sectional observational …
predict Australian Football League draft selection. Design Cross-sectional observational …
[HTML][HTML] Wayfinding: how ecological perspectives of navigating dynamic environments can enrich our understanding of the learner and the learning process in sport
Wayfinding is the process of embarking upon a purposeful, intentional, and self-regulated
journey that takes an individual from an intended region in one landscape to another. This …
journey that takes an individual from an intended region in one landscape to another. This …
Concurrent validation of an inertial measurement system to quantify kicking biomechanics in four football codes
Wearable inertial measurement systems (IMS) allow for three-dimensional analysis of
human movements in a sport-specific setting. This study examined the concurrent validity of …
human movements in a sport-specific setting. This study examined the concurrent validity of …
Classification of team sport activities using a single wearable tracking device
DWT Wundersitz, C Josman, R Gupta, KJ Netto… - Journal of …, 2015 - Elsevier
Wearable tracking devices incorporating accelerometers and gyroscopes are increasingly
being used for activity analysis in sports. However, minimal research exists relating to their …
being used for activity analysis in sports. However, minimal research exists relating to their …
The application of a multi-dimensional assessment approach to talent identification in Australian football
This study investigated whether a multi-dimensional assessment could assist with talent
identification in junior Australian football (AF). Participants were recruited from an elite under …
identification in junior Australian football (AF). Participants were recruited from an elite under …