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
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