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High Performance RISC based 2D-DWT Architecture Implementation for Jpeg 2000

by G. Lakshmi Prasanna, S. Ravi Chand
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 153 - Number 1
Year of Publication: 2016
Authors: G. Lakshmi Prasanna, S. Ravi Chand
10.5120/ijca2016911955

G. Lakshmi Prasanna, S. Ravi Chand . High Performance RISC based 2D-DWT Architecture Implementation for Jpeg 2000. International Journal of Computer Applications. 153, 1 ( Nov 2016), 48-52. DOI=10.5120/ijca2016911955

@article{ 10.5120/ijca2016911955,
author = { G. Lakshmi Prasanna, S. Ravi Chand },
title = { High Performance RISC based 2D-DWT Architecture Implementation for Jpeg 2000 },
journal = { International Journal of Computer Applications },
issue_date = { Nov 2016 },
volume = { 153 },
number = { 1 },
month = { Nov },
year = { 2016 },
issn = { 0975-8887 },
pages = { 48-52 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume153/number1/26371-2016911955/ },
doi = { 10.5120/ijca2016911955 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:58:00.175499+05:30
%A G. Lakshmi Prasanna
%A S. Ravi Chand
%T High Performance RISC based 2D-DWT Architecture Implementation for Jpeg 2000
%J International Journal of Computer Applications
%@ 0975-8887
%V 153
%N 1
%P 48-52
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this paper a 2D-DWT architecture can be implemented using 5/3 lifting scheme. The 2D-DWT is used in many fields, they are signal analysis, computer vision, object recognition, image compression and video compression. The DWT is developed by the JPEG2000 which is the one of image compression standard based on the wavelet coding techniques. The proposed architecture is RISC based architecture. The RISC processor has simple instruction set and gives high performance. The 5/3 lifting scheme is used to implement these architecture, which performs predict and update steps. The main objective of the project is to implement RISC based 2D-DWT architecture for processing images with high compression ratio’s[i.e. limited size and better quality] compared to DCT which is one of the transform used in image compression.

References
  1. Nageswara Rao Thota1, Srinivasa Kumar Devireddy2 “Image Compression Using Discrete Cosine Transform”
  2. M. MozammelHoque Chowdhury and Amina Khatun “Image Compression Using Discrete Wavelet Volume Transform” IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 4, No 1, July 2012 ISSN (Online): 1694-0814
  3. Dipalee Gupta1, Siddhartha Choubey2 “DISCRETE WAVELET TRANSFORM FOR IMAGE PROCESSING”International Journal of Emerging Technology and Advanced Engineering Website: www.ijetae.com (ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 4, Issue 3, March 201.5
  4. Amanjot Kaur 1, Jaspreet Kaur “Comparison of DCT and DWT of Image Compression Techniques” International Journal of Engineering Research and Development ISSN: 2278-067X, 1, Issue 4 (June 2012).
  5. Monika Rathee, AlkaVij “Image compression Using Discrete Haar Wavelet Transforms” ISO 9001:2008 Certified International Journal of Engineering and Innovative Technology (IJEIT) Volume 3, Issue 12, June 2014.
  6. Syed Ali Khayam “The Discrete Cosine Transform (DCT): Theory and Application1” Department of Electrical & Computer Engineering Michigan State University March 10th 2003.
  7. Bhawna Gautam “IMAGE COMPRESSION USING DISCRETE COSINE TRANSFORM & DISCRETE WAVELET TRANSFORM” National Institute of Technology, Rourkela May, 2010.
  8. BhondeNilesh, Shinde Sachin, NagmodePradip, D.B. Rane, “Image Compression Using Discrete Wavelet Transform”. International Journal of Computer Technology and Electronics Engineering (IJCTEE) Volume 3, Special Issue, March-April 2013, An ISO 9001: 2008 Certified Journal.
Index Terms

Computer Science
Information Sciences

Keywords

DWT DCT JPEG2000 RISC processor 5/3 lifting.

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