DocumentCode
2574837
Title
A spatiotemporal approach to extract the 3D trajectory of the baseball from a single view video sequence
Author
Shum, Hubert P.H. ; Komura, Taku
Author_Institution
City Univ. of Hong Kong
Volume
3
fYear
2004
fDate
30-30 June 2004
Firstpage
1583
Abstract
In this paper, we propose a new method to extract and calculate the 3D trajectory of a pitched baseball in a video clip. Compared to previous methods, which require video clips from multiple view points, only a single-view television clip is required for our method. Since global search methods based on dynamic programming are used to find the trajectory of the ball, the system is more robust than previous incremental methods. Therefore, our technique can be used to analyze the pitches not only in live TV programs, but also in previous games by famous pitchers. It is also possible to display the 3D trajectory of the baseball in a virtual environment from the viewpoint of the hitter. Pitchers can improve their skills by viewing the trajectory of their balls, and the hitters can view the pitches of various pitchers. As a result, our system can be used for baseball training, as well as for entertainment such as video games. The method to extract the ball from the scene is also applicable to sports such as tennis, volleyball, and soccer
Keywords
dynamic programming; feature extraction; image sequences; search problems; spatiotemporal phenomena; sport; video signal processing; virtual reality; 3D trajectory extraction; baseball; dynamic programming; global search methods; single view video sequence; spatiotemporal approach; virtual environment; Dynamic programming; Games; Layout; Robustness; Search methods; Spatiotemporal phenomena; TV; Three dimensional displays; Video sequences; Virtual environment;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
Conference_Location
Taipei
Print_ISBN
0-7803-8603-5
Type
conf
DOI
10.1109/ICME.2004.1394551
Filename
1394551
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