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Implementation of Video Surveillance Analytics on the STI Cell Processor

by Praveen Kumar, P. Vinay Kumar, Ankush Mittal
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 49 - Number 4
Year of Publication: 2012
Authors: Praveen Kumar, P. Vinay Kumar, Ankush Mittal
10.5120/7614-0659

Praveen Kumar, P. Vinay Kumar, Ankush Mittal . Implementation of Video Surveillance Analytics on the STI Cell Processor. International Journal of Computer Applications. 49, 4 ( July 2012), 11-18. DOI=10.5120/7614-0659

@article{ 10.5120/7614-0659,
author = { Praveen Kumar, P. Vinay Kumar, Ankush Mittal },
title = { Implementation of Video Surveillance Analytics on the STI Cell Processor },
journal = { International Journal of Computer Applications },
issue_date = { July 2012 },
volume = { 49 },
number = { 4 },
month = { July },
year = { 2012 },
issn = { 0975-8887 },
pages = { 11-18 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume49/number4/7614-0659/ },
doi = { 10.5120/7614-0659 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:45:24.349593+05:30
%A Praveen Kumar
%A P. Vinay Kumar
%A Ankush Mittal
%T Implementation of Video Surveillance Analytics on the STI Cell Processor
%J International Journal of Computer Applications
%@ 0975-8887
%V 49
%N 4
%P 11-18
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The Cell Broadband Engine (CBE) processor provides the potential to achieve an impressive level of speed up for multimedia applications. Video Surveillance is a growing multimedia application due to its concern in various areas like commercial security, military applications. In this paper, we present CBE as a cost effective computational solution for the application and demonstrate the real time performance of its parallel execution on the platform. We present a method to implement the algorithm on the CBE, along with introduction to our previous work in implementing on computer cluster discussing various issues related to porting the code on CBE, followed by simulated results demonstrating a 43x speed up over non distributed version of the algorithm and comparison of the results with implementation of same on computer cluster.

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Index Terms

Computer Science
Information Sciences

Keywords

Cell processo Video Surveillance Parallel Computing Computer Cluste Image Processing

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