September 13 – 16 , 2015, Dagstuhl Seminar 15382
Modeling and Simulation of Sport Games, Sport Movements, and Adaptations to Training
Ricardo Duarte (University of Lisbon, PT)
Björn Eskofier (Universität Erlangen-Nürnberg, DE)
Patrick Lucey (Disney Research – Pittsburgh, US)
Martin Rumpf (Universität Bonn, DE)
Josef Wiemeyer (TU Darmstadt, DE)
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Computational modeling and simulation are essential to analyze human motion and interaction in sport science, sport practice and sport industry. Applications range from game analysis, issues in exercising like training load-adaptation relationship, motor control and learning, to biomechanical analysis. New challenges appear due to the rapid development of information and communication technologies (ICT) as well as the enormous amount of data being captured within training and competition domains. The motivation of this seminar was to enable an interdisciplinary exchange between sports and computer scientists as well as sport practice and industry to advance modeling and simulation technologies in selected fields of applications: sport games, sport movements and adaptations to
From September 13 to September 16, 2015 about 29 representatives of science, practice and industry met at the Leibniz-Zentrum f"ur Informatik in Schloss Dagstuhl to discuss selected issues of modelling and simulation in the application fields of sport games, sport movements and adaptation to training. This seminar was the fifth in a series of seminars addressing computer science in sport, starting in 2006. Based on previously selected issues, four main streams were identified:
- Validation and model selection
- Sensing and tracking
- Subject-specific modelling
- Training and sport games
The talks addressing these four topics are summarized in this report. They have been arranged according to the three main application fields: sport games, sport movements, and adaptations to training. In addition, generic comments on modeling in industry and science are presented. Moreover, the final discussion is summarized and a conclusion of the seminar is drawn.
Creative Commons BY 3.0 Unported license
Ricardo Duarte and Björn Eskofier and Martin Rumpf and Josef Wiemeyer
Dagstuhl Seminar Series
- 13272: "Computer Science in High Performance Sport - Applications and Implications for Professional Coaching" (2013)
- 11271: "Computer Science in Sport - Special emphasis: Football" (2011)
- 08372: "Computer Science in Sport - Mission and Methods" (2008)
- 06381: "Computer Science in Sport " (2006)
- Modelling / Simulation
- Artificial intelligence
- Computer graphics
- Computer vision
- Information retrieval
- Ubiquitous computing
- Pattern recognition
- Machine learning
- Big data
- Knowledge discovery
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