Research Article
An Efficient Hybrid Image Compression Scheme based on Correlation of Pixels for Storage and Transmission of Images
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 18 - Issue 3 |
| Published: March 2011 |
| Authors: S.Parveen Banu, Y.Venkataramani |
10.5120/2267-2918
|
S.Parveen Banu, Y.Venkataramani . An Efficient Hybrid Image Compression Scheme based on Correlation of Pixels for Storage and Transmission of Images. International Journal of Computer Applications. 18, 3 (March 2011), 6-9. DOI=10.5120/2267-2918
@article{ 10.5120/2267-2918,
author = { S.Parveen Banu,Y.Venkataramani },
title = { An Efficient Hybrid Image Compression Scheme based on Correlation of Pixels for Storage and Transmission of Images },
journal = { International Journal of Computer Applications },
year = { 2011 },
volume = { 18 },
number = { 3 },
pages = { 6-9 },
doi = { 10.5120/2267-2918 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2011
%A S.Parveen Banu
%A Y.Venkataramani
%T An Efficient Hybrid Image Compression Scheme based on Correlation of Pixels for Storage and Transmission of Images%T
%J International Journal of Computer Applications
%V 18
%N 3
%P 6-9
%R 10.5120/2267-2918
%I Foundation of Computer Science (FCS), NY, USA
Abstract
Imaging applications generate large volumes of data leading to challenges for transmission and storage. In this paper a novel hybrid image compression technique for efficient storage and delivery of data is proposed. It is based on decomposing the data using daubechies-4 wavelet in combination with the lifting scheme and entropy encoding. This scheme is concerned with the compression ratio, bits per pixel and peak signal to noise ratio. Experimental results illustrate that the proposed scheme is efficient and feasible in terms of compression ratio, bits per pixel and peak signal to noise ratio.
References
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- Nishat Kanvel, T.M.T., and DR. Elwin Chandra Monie. 2009. Adaptive lifting based image compression scheme for narrow band transmission system, International Journal of Physical Sciences. 4(Apr. 2009), 194-164.
- Nishat Kanvel. T.M.T., and DR. Elwin Chandra Monie. 2009. Performance Measure Of Different Wavelets For A Shuffled Image Compression Scheme, International Journal of Computer Science and Network Security. 9(Mar. 2009), 215-221.
- Kitanovski, V., Taskovski, D., Gleich, D., and Planinsic, P. 2008. Optimization and Implementation of Integer Lifting Scheme for Lossless Image Coding In proceedings of the International symposium on signal processing and information technology.
- Adrian Munteanu, Jan Cornelis and Paul Cristea. 2002. Wavelet lossy and lossless image compression techniques - use of the lifting scheme, Available online at: www. researchgate.net (accessed 2531094,10/2002).
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