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
Link To Document :
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