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Performance Analysis of Various schemes for True Images Compression using GUI in MATLAB

by Ashish Kumar Singh, Mukesh Kumar, A.k. Jaiswal, Rohini Saxena
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 121 - Number 9
Year of Publication: 2015
Authors: Ashish Kumar Singh, Mukesh Kumar, A.k. Jaiswal, Rohini Saxena
10.5120/21572-4614

Ashish Kumar Singh, Mukesh Kumar, A.k. Jaiswal, Rohini Saxena . Performance Analysis of Various schemes for True Images Compression using GUI in MATLAB. International Journal of Computer Applications. 121, 9 ( July 2015), 42-45. DOI=10.5120/21572-4614

@article{ 10.5120/21572-4614,
author = { Ashish Kumar Singh, Mukesh Kumar, A.k. Jaiswal, Rohini Saxena },
title = { Performance Analysis of Various schemes for True Images Compression using GUI in MATLAB },
journal = { International Journal of Computer Applications },
issue_date = { July 2015 },
volume = { 121 },
number = { 9 },
month = { July },
year = { 2015 },
issn = { 0975-8887 },
pages = { 42-45 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume121/number9/21572-4614/ },
doi = { 10.5120/21572-4614 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:08:03.092004+05:30
%A Ashish Kumar Singh
%A Mukesh Kumar
%A A.k. Jaiswal
%A Rohini Saxena
%T Performance Analysis of Various schemes for True Images Compression using GUI in MATLAB
%J International Journal of Computer Applications
%@ 0975-8887
%V 121
%N 9
%P 42-45
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Image compression is a widely addressed researched area. Image compression is a key technology in transmission and storage of digital images because of vast data associated with them. Various types of compression methods are present in place. The performance analysis of various schemes to compress a True image in graphical user interface is discussed in this paper. True images can be compressed with the help of same scheme as grayscale images by applying them to each of the three colour components. Experimental results demonstrate that the STW wavelet algorithm is more efficient for PSNR while EZW method provides the better compression ratio.

References
  1. Lewis A S . and Knowles G, 1992 "Image compression using 2-D wavelet transforms "IEEE TRANSACTIONS on image processing.
  2. Sahi, Ramanjit K. , 2002 "Image compression using wavelet transforms", Master Theses.
  3. S. Lawson and J. Zhu, 2002 "Image compression using wavelets and jpeg 2000.
  4. Archana D, G. S. Shirnewar, Dr. A. K. Sahoo, 2005 "A Comparative Study of DCT, DWT & Hybrid (DCT-DWT) Transform," .
  5. M. Angelopoulou, K. Masselos, Peter Cheung, 2006 "A Comparison of 2-D Discrete Wavelet Transform Computation Schedules on FPGAs".
  6. Nageswara Rao Thota and Srinivasa Kumar Devireddy, 2008 "Image Compression Using Discrete Cosine Transform".
  7. Telagarapu P. , Jagan N. V. 20011 "Image Compression Using DCT and Wavelet Transformations".
  8. Groach M. Garg A, 2012 "Performance Analysis of DCSPIHT and SPIHT Algorithm for Image Compression".
  9. Jamuna. M, Vijaya Prakash A. M. , 2012 "Low Power VLSI Architecture for Image Compression System Using Discrete Wavelet Transform IJEAT".
  10. Mozammel Hoque Chowdhury M. and Khatun Amina, 2012 "Image Compression Using Discrete Wavelet Transform".
  11. Rajesh K. Yadav, S. P. Gangwar, 2012 "Study and analysis of wavelet based image compression techniques".
  12. Bhonde N. , Shinde S. , 2013 "Image Compression Using Discrete Wavelet Transform".
  13. Sandeep Kaur, Gaganpreet Kaur, 2013 "A Review: Various Wavelet Based Image Compression Techniques".
  14. A. M. Raid, W. M. Khedr, 2014 "Image Compression Using Embedded Zero tree Wavelet".
  15. Vachak Poonam, Nigam Vineeta S. 2014 "Efficient Architecture for Image Compression for Lifting Based Discrete Wavelet Transform,".
Index Terms

Computer Science
Information Sciences

Keywords

Image compression DWT EZW SPIHT STW PSNR MSE CR

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