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[HTML][HTML] A comprehensive review of computer vision in sports: Open issues, future trends and research directions
Recent developments in video analysis of sports and computer vision techniques have
achieved significant improvements to enable a variety of critical operations. To provide …
achieved significant improvements to enable a variety of critical operations. To provide …
Spatio-temporal data mining: A survey of problems and methods
Large volumes of spatio-temporal data are increasingly collected and studied in diverse
domains, including climate science, social sciences, neuroscience, epidemiology …
domains, including climate science, social sciences, neuroscience, epidemiology …
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 …
Unlocking the potential of big data to support tactical performance analysis in professional soccer: A systematic review
FR Goes, LA Meerhoff, MJO Bueno… - European Journal of …, 2021 - Taylor & Francis
In professional soccer, increasing amounts of data are collected that harness great potential
when it comes to analysing tactical behaviour. Unlocking this potential is difficult as big data …
when it comes to analysing tactical behaviour. Unlocking this potential is difficult as big data …
Current approaches to tactical performance analyses in soccer using position data
Tactical match performance depends on the quality of actions of individual players or teams
in space and time during match-play in order to be successful. Technological innovations …
in space and time during match-play in order to be successful. Technological innovations …
[BOEK][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 …
State of the art of sports data visualization
In this report, we organize and reflect on recent advances and challenges in the field of
sports data visualization. The exponentially‐growing body of visualization research based …
sports data visualization. The exponentially‐growing body of visualization research based …
[PDF][PDF] Wide Open Spaces: A statistical technique for measuring space creation in professional soccer
Soccer analytics has long focused on the outcomes of discrete, on-ball events; however,
much of the sport's complexity resides in off-ball events. In the words of Johan Cruyff:“it is …
much of the sport's complexity resides in off-ball events. In the words of Johan Cruyff:“it is …
Machine learning in men's professional football: Current applications and future directions for improving attacking play
M Herold, F Goes, S Nopp, P Bauer… - … Journal of Sports …, 2019 - journals.sagepub.com
It is common practice amongst coaches and analysts to search for key performance
indicators related to attacking play in football. Match analysis in professional football has …
indicators related to attacking play in football. Match analysis in professional football has …
Machine learning application in soccer: a systematic review
Due to the chaotic nature of soccer, the predictive statistical models have become in a
current challenge to decision-making based on scientific evidence. The aim of the present …
current challenge to decision-making based on scientific evidence. The aim of the present …