DocumentCode :
1996490
Title :
Parallel extraction architecture for image moments of numerous objects
Author :
Watanabe, Yoshihiro ; Komuro, Takashi ; Kagami, Shingo ; Ishikawa, Masatoshi
Author_Institution :
Dept. of Inf. Phys. & Comput., Univ. of Tokyo, Japan
fYear :
2005
fDate :
4-6 July 2005
Firstpage :
105
Lastpage :
110
Abstract :
In this paper, we propose a new architecture that can extract information of numerous objects in an image at highspeed. Various characteristics can be obtained from the image moments. The proposed architecture simultaneously extracts the moments of multiple objects in parallel. This parallel extraction enables a significant reduction in the amount of calculation required. In addition, asynchronous operation allows fast processing. We believe that our architecture can obtain more information in real-time even at high frame rates, providing advantages in a wide range of applications, mainly for image measurement. This paper describes our proposed architecture and some results on its implementation in FPGA.
Keywords :
feature extraction; parallel architectures; real-time systems; FPGA; asynchronous operation; image measurement; image moments; parallel extraction architecture; Computer architecture; Concurrent computing; Data acquisition; Data mining; Field programmable gate arrays; Information analysis; Inspection; Machine vision; Physics; Real time systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Architecture for Machine Perception, 2005. CAMP 2005. Proceedings. Seventh International Workshop on
Print_ISBN :
0-7695-2255-6
Type :
conf
DOI :
10.1109/CAMP.2005.38
Filename :
1508172
Link To Document :
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