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Improving Compression Efficiency with Color Model Correlation based Cluster Coding in Visual Sensor Networks

Published on April 2012 by Jeyaprakash P, Subbulakshmi T. C
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International Conference in Recent trends in Computational Methods, Communication and Controls
Foundation of Computer Science USA
ICON3C - Number 7
April 2012
Authors: Jeyaprakash P, Subbulakshmi T. C
6f2cd42e-9433-47d3-9a22-88b69e48d32b

Jeyaprakash P, Subbulakshmi T. C . Improving Compression Efficiency with Color Model Correlation based Cluster Coding in Visual Sensor Networks. International Conference in Recent trends in Computational Methods, Communication and Controls. ICON3C, 7 (April 2012), 13-18.

@article{
author = { Jeyaprakash P, Subbulakshmi T. C },
title = { Improving Compression Efficiency with Color Model Correlation based Cluster Coding in Visual Sensor Networks },
journal = { International Conference in Recent trends in Computational Methods, Communication and Controls },
issue_date = { April 2012 },
volume = { ICON3C },
number = { 7 },
month = { April },
year = { 2012 },
issn = 0975-8887,
pages = { 13-18 },
numpages = 6,
url = { /proceedings/icon3c/number7/6050-1051/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference in Recent trends in Computational Methods, Communication and Controls
%A Jeyaprakash P
%A Subbulakshmi T. C
%T Improving Compression Efficiency with Color Model Correlation based Cluster Coding in Visual Sensor Networks
%J International Conference in Recent trends in Computational Methods, Communication and Controls
%@ 0975-8887
%V ICON3C
%N 7
%P 13-18
%D 2012
%I International Journal of Computer Applications
Abstract

Camera based Sensor node operates under resource constraints, including energy supply, computation capability, storage space, and transmission bandwidth. Therefore, a low complexity image compression scheme is needed to compress image data without damaging its quality as long as possible. The proposed image compression is based on DWT with Color Space model. In this work, the correlation between the color channels are used to propose the new algorithm that contains YCbCr color space model. By using this method the size of the image with each iteration level is analyzed.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Visual Sensor Network Dwt (discrete Wavelet Transform) Cbcs-dwt (correlation Based Color Space Dwt) Color Channel Color Space.