DocumentCode
1706228
Title
Parallel implementation of morphological processing on Cell/BE with OpenCV interface
Author
Sugano, Hiroki ; Miyamoto, Ryusuke
Author_Institution
Dept. of Commun. & Comput. Eng., Kyoto Univ., Kyoto
fYear
2008
Firstpage
578
Lastpage
583
Abstract
One of the most frequently used operations in image recognition is morphological processing. In this paper, we propose a parallel implementation of morphological processing optimized for cell broadband engine (cell), which is one of the latest high performance embedded processors. By utilizing the computational power of cell suitable for image recognition, we achieve high-speed morphological processing. Moreover, we construct a software interface to the parallel implemented morphological operations on cell compatible with OpenCV library. By our implementation, two 3.6 GHz SPEs on cell can process erosion of a 1024times768 pixel image by a 5times5 pixel rectangle kernel in 0.601 milliseconds, though a 2.66 GHz Intel Core 2 processor takes 11.590 milliseconds to process it.
Keywords
digital signal processing chips; image recognition; parallel processing; public domain software; software libraries; OpenCV interface; OpenCV library; cell broadband engine; embedded processors; image recognition; morphological processing; software interface; Application software; Concurrent computing; Embedded computing; Engines; Image recognition; Morphological operations; Open source software; Pixel; Real time systems; Software libraries;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Control and Signal Processing, 2008. ISCCSP 2008. 3rd International Symposium on
Conference_Location
St Julians
Print_ISBN
978-1-4244-1687-5
Electronic_ISBN
978-1-4244-1688-2
Type
conf
DOI
10.1109/ISCCSP.2008.4537291
Filename
4537291
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