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
Link To Document :
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