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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 5 | Month- May 2024
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Published Paper Details:
Paper Title
IMAGE COMPRESSION USING NEURAL NETWORK APPROACH
Authors
Dr. H S Prasantha
Keywords
Artificial Neural Network, compression ratio, Back propagation, learning algorithm, Training
Abstract
Image compression aims at reducing the number of bits required to represent an image by removing the spatial and spectral redundancies as much as possible. The focus of the research work is only on still image compression. The lossy compression methods which give higher compression ratio are considered in the research work. Inter-pixel relationship is highly non-linear and unpredicted in the absence of a prior knowledge of the image itself. Thus Artificial Neural Networks (ANN) has been used here for image compression by training the network using the image to be compressed. The ANN takes into account the psycho-visual features, dependent mostly on the information contained in images. The algorithms, on application on the image data while working in a lossy manner and maximize the compression performance. The ANN algorithm used here is the �Error Back -propagation algorithm�.
IJCRT's Publication Details
Unique Identification Number - IJCRT2008278
Paper ID - 198066
Page Number(s) - 2510-2514
Pubished in - Volume 8 | Issue 8 | August 2020
DOI (Digital Object Identifier) - http://doi.one/10.1729/Journal.24294
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Dr. H S Prasantha, "IMAGE COMPRESSION USING NEURAL NETWORK APPROACH", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 8, pp.2510-2514, August 2020, Available at :http://www.ijcrt.org/papers/IJCRT2008278.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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