DocumentCode
2929842
Title
Stance-based strike zone shaping and visualization in broadcast baseball video: Providing reference for pitch location positioning
Author
Chen, Hua-Tsung ; Tsai, Wen-Jiin ; Lee, Suh-Yin
Author_Institution
Dept. of Comput. Sci., Nat. Chiao-Tung Univ., Hsinchu, Taiwan
fYear
2009
fDate
June 28 2009-July 3 2009
Firstpage
302
Lastpage
305
Abstract
In baseball, the strike zone plays an important role in each pitch. Pitches which pass through the strike zone count as strikes, three of which strike out the batter. Thus, pitchers should acquire mastery of the strike zone. Moreover, the strike zone also provides the reference for positioning the pitch locations, about which sports fans and professionals have an intense interest in compile statistics. This paper presents a stance-based approach for strike zone shaping and visualization in broadcast baseball video. We design efficient and effective algorithms to detect the home plate, contour the batter, locate the features points on the batter contour, and finally outline the strike zone. The experiments show that the proposed framework is able to shape the strike zone fairly well in various broadcast baseball video sequences, needless of manual operation and additional camera setting.
Keywords
data visualisation; edge detection; feature extraction; image segmentation; image sequences; object detection; sport; video signal processing; batter contour detection; broadcast baseball video sequence; broadcast baseball video visualization; compile statistics; feature point location; home plate detection algorithm; object segmentation; pitch location positioning reference; sport professional; stance-based strike zone shaping approach; video camera; Algorithm design and analysis; Broadcasting; Cameras; Fans; Games; Home computing; Multimedia communication; Multimedia systems; Statistics; Visualization; object segmentation; sports video analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo, 2009. ICME 2009. IEEE International Conference on
Conference_Location
New York, NY
ISSN
1945-7871
Print_ISBN
978-1-4244-4290-4
Electronic_ISBN
1945-7871
Type
conf
DOI
10.1109/ICME.2009.5202495
Filename
5202495
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