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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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Published Paper Details:
AN ADAPTIVE IMAGE RESOLUTION ENHANCEMENT BY USING MULTI RESOLUTION TRANSFOM
Authors
D.SONY,B.RAMU
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Keywords
DWT,SWT,IDWT,MULTI RESOLUTION
Abstract
In this paper an image resolution enhancement technique which generates sharper high resolution image is proposed. The proposed technique uses DWT to decompose a low resolution image into different sub-bands. Then the three high frequency sub-band images have been interpolated using bi-cubic interpolation. The high frequency sub-bands obtained by SWT of the input image are being incremented into the interpolated high frequency sub-bands in order to correct the estimated coefficients. In parallel, the input image is also interpolated separately.
Finally, corrected interpolated high frequency sub-bands and interpolated input image are combined by using inverse DWT (IDWT) to achieve a high resolution output image. The proposed technique has been compared with conventional and standard interpolation techniques, wavelet zero padding (WZP), where the unknown coefficients in high-frequency sub bands are replaced with zeros, state-of-art techniques. The performance of the proposed technique over performs all available state-of-art methods for image resolution enhancement. In all steps of the proposed satellite image resolution enhancement technique, Daubechies wavelet transform as mother wavelet function and bi-cubic interpolation as interpolation technique have been used.
IJCRT's Publication Details
Unique Identification Number - IJCRT1802866
Paper ID - 183462
Author type - Indian Author
Page Number(s) - 1235-1251
Pubished in - Volume 6 | Issue 1 | March 2018
DOI (Digital Object Identifier) -
No Of Downloads - 1082
Author Country - 501301, India, keesara, keesara, India, Science & Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
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D.SONY,B.RAMU, "AN ADAPTIVE IMAGE RESOLUTION ENHANCEMENT BY USING MULTI RESOLUTION TRANSFOM", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.6, Issue 1, pp.1235-1251, March 2018, Available at :http://www.ijcrt.org/papers/IJCRT1802866.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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