Type

Conference Proceedings

Authors

Petros Daras
Juan Diego Pérez-Moneo Agapito
Damien Connaghan
Jogile Kuklyte
David Monaghan
Ciarán Ó Conaire
Philip Kelly

Subjects

Computer Science

Topics
visualization low cost cost analysis network performance information retrieval image processing performance analysis network analysis

Performance analysis and visualisation in tennis using a low-cost camera network (2010)

Abstract We describe a novel system for tennis performance analysis that allows coaches to review games and provide detailed audio-visual feedback to tennis athletes. The basis for our system is a network of low-cost IP cameras surrounding the tennis court. Our system exploits the output of several visual analysis modules, including the tracking of players and the tennis ball, and the extraction of player silhouettes for 3D reconstruction. A range of intuitive tools within the interface allow tennis coaches to add 2D and 3D annotations to live video, view play from multiple perspectives, record audio commentary and compute game statistics in real-time. The result is a video file that can be used to provide personalised feedback to the players or for use as a teaching resource for others. While we focus on tennis in this work, we believe our system can be generalised to other sports and allow a range of non-professional sports clubs to provide high-quality feedback to their athletes.
Collections Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing: School of Electronic Engineering
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres
Ireland -> Dublin City University -> Publication Type = Conference or Workshop Item
Ireland -> Dublin City University -> Subject = Computer Science: Image processing
Ireland -> Dublin City University -> Subject = Computer Science
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools
Ireland -> Dublin City University -> Status = Unpublished
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres: CLARITY: The Centre for Sensor Web Technologies
Ireland -> Dublin City University -> Subject = Computer Science: Visualization
Ireland -> Dublin City University -> Subject = Computer Science: Information retrieval
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing

Full list of authors on original publication

Petros Daras, Juan Diego Pérez-Moneo Agapito, Damien Connaghan, Jogile Kuklyte, David Monaghan, Ciarán Ó Conaire, Philip Kelly

Experts in our system

1
Petros Daras
Dublin City University
Total Publications: 18
 
2
Jogile Kuklyte
Dublin City University
Total Publications: 10
 
3
David Monaghan
Dublin City University
Total Publications: 42