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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
IMPLEMENTATION OF IMAGE COMPRESSION USING FAST COMPUTATION OF SVD ON DM642
Authors
Dr. H S Prasantha
Keywords
Singular Value Decomposition, compression ratio, computation time, modified SVD, block size, DSP Processor, image compression
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. The paper discusses the image compression using SVD (Singular value Decomposition) method on various images of any type and resolution. A novel method is proposed to preprocess the SVD which reduces the computation complexity compared (in terms of time or clock cycles) to SVD. The proposed method termed as modified SVD (MSVD) is compared with the SVD based on computational complexity and memory requirements. The experiments are conducted on TIDSP DM642 to compare modified SVD with the actual SVD.
IJCRT's Publication Details
Unique Identification Number - IJCRT2008257
Paper ID - 198029
Page Number(s) - 2364-2368
Pubished in - Volume 8 | Issue 8 | August 2020
DOI (Digital Object Identifier) - http://doi.one/10.1729/Journal.24285
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Dr. H S Prasantha, "IMPLEMENTATION OF IMAGE COMPRESSION USING FAST COMPUTATION OF SVD ON DM642", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 8, pp.2364-2368, August 2020, Available at :http://www.ijcrt.org/papers/IJCRT2008257.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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