Tennis real play
Journal
IEEE Transactions on Multimedia
Journal Volume
14
Journal Issue
6
Pages
1602-1617
Date Issued
2012
Author(s)
Abstract
Tennis Real Play (TRP) is an interactive tennis game system constructed with models extracted from videos of real matches. The key techniques proposed for TRP include player modeling and video-based player/court rendering. For player model creation, we propose the process for database normalization and the behavioral transition model of tennis players, which might be a good alternative for motion capture in the conventional video games. For player/court rendering, we propose the framework for rendering vivid game characters and providing the real-time ability. We can say that image-based rendering leads to a more interactive and realistic rendering. Experiments show that video games with vivid viewing effects and characteristic players can be generated from match videos without much user intervention. Because the player model can adequately record the ability and condition of a player in the real world, it can then be used to roughly predict the results of real tennis matches in the next days. The results of a user study reveal that subjects like the increased interaction, immersive experience, and enjoyment from playing TRP. © 1999-2012 IEEE.
Subjects
Image-based rendering; sports game; tennis video; video rendering; video-based rendering; wiimote control
Other Subjects
Database normalizations; Game system; Image-Based Rendering; Immersive; Key techniques; Model creation; Motion capture; Player modeling; Realistic rendering; Tennis players; Tennis videos; Transition model; User intervention; User study; Video game; Video rendering; Video-based rendering; Human computer interaction; Image reconstruction; Interactive computer graphics; SportS
Type
journal article