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Image Compression Using Neural Network

Published on March 2012 by Sangeeta Mishra, Sudhir Savarkar
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International Conference and Workshop on Emerging Trends in Technology
Foundation of Computer Science USA
ICWET2012 - Number 8
March 2012
Authors: Sangeeta Mishra, Sudhir Savarkar
bc4f899d-2908-4985-b87a-060a34c5daeb

Sangeeta Mishra, Sudhir Savarkar . Image Compression Using Neural Network. International Conference and Workshop on Emerging Trends in Technology. ICWET2012, 8 (March 2012), 18-21.

@article{
author = { Sangeeta Mishra, Sudhir Savarkar },
title = { Image Compression Using Neural Network },
journal = { International Conference and Workshop on Emerging Trends in Technology },
issue_date = { March 2012 },
volume = { ICWET2012 },
number = { 8 },
month = { March },
year = { 2012 },
issn = 0975-8887,
pages = { 18-21 },
numpages = 4,
url = { /proceedings/icwet2012/number8/5369-1060/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference and Workshop on Emerging Trends in Technology
%A Sangeeta Mishra
%A Sudhir Savarkar
%T Image Compression Using Neural Network
%J International Conference and Workshop on Emerging Trends in Technology
%@ 0975-8887
%V ICWET2012
%N 8
%P 18-21
%D 2012
%I International Journal of Computer Applications
Abstract

Apart from the existing technology on image compression represented by series of JPEG, MPEG and H.26x standards, new technology such as neural networks and genetic algorithms are being developed to explore the future of image coding. Successful applications of neural networks to basic propagation algorithm have now become well established and other aspects of neural network involvement in this technology

References
  1. H.Demuth and M. Beale. Neural Network TOOLBOX User’s Guide. For use with MATLAB. The Math Works lne.. (1998)
  2. Henrieue Ossoinig. Erwn Reisinger., Reinhold Weiss Design and FPGA-Implementation of a Neural Network
  3. Kiamal Z. Pekmestzi. Multiplexer-Based Array Multipliers. IEEE Transcation on computers, vol, 48 , JAN ( 1998)
  4. Hennessy. J.L and Patterson. D.A. Compter Architecture: A quantitative Approach. Morgan Kaufmanns, (1990)
  5. J. Jiang. Image compression with neural networks. Signal Processing: Image Communication 14 (1999) 737-760
Index Terms

Computer Science
Information Sciences

Keywords

Artificial neural network Image compression Levenberg Marquardt algorithm