DocumentCode :
1603958
Title :
Design of high-speed vision system and algorithms based on distributed parallel processing architecture for target tracking
Author :
Zhang, Zhengtao ; Xu, De
Author_Institution :
Lab. of Complex Syst. & Intell. Sci., Chinese Acad. of Sci., Beijing, China
fYear :
2009
Firstpage :
1638
Lastpage :
1643
Abstract :
A high-speed stereovision system based on smart cameras is presented to track table tennis ball. A distributed parallel processing architecture is developed to improve the real-time performance of the system. A set of novel target recognition and tracking algorithm is also proposed to distinguish the ball from the changing background with less computation and good robustness. It takes about 6 ms to capture an image and extract the ball. The trajectory of the ball is well measured in real-time. The experimental results are provided to verify the effectiveness of the proposed methods.
Keywords :
cameras; feature extraction; object detection; parallel processing; sport; stereo image processing; target tracking; distributed parallel processing architecture; high-speed stereovision system; image capturing; smart camera; table tennis ball; target recognition; target tracking algorithm; time 6 ms; Algorithm design and analysis; Computer architecture; Computer vision; Machine vision; Parallel processing; Robot kinematics; Robot vision systems; Smart cameras; Target tracking; Trajectory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Asian Control Conference, 2009. ASCC 2009. 7th
Conference_Location :
Hong Kong
Print_ISBN :
978-89-956056-2-2
Electronic_ISBN :
978-89-956056-9-1
Type :
conf
Filename :
5276295
Link To Document :
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