UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 4
April-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1904C90


Registration ID:
204606

Page Number

549-553

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Title

Enhancement of Image Resolution using DTCWT and Adaptive Bilateral Filter

Abstract

Resolution enhancement RE methods are not based on wavelets and it suffer from the disadvantage of losing high frequency content which results in blurring. The discrete wavelet-transform-based (DWT) RE scheme forms artifacts which are because of a DWT shift-variant property. The dual-tree complex wavelet transform (DT-CWT) and Adaptive Bilateral Filter (ABF) are based on a wavelet-domain approach and it proposed for satellite images of RE. DT-CWT is nearly shift invariant and it is decomposed from a satellite input image which is used to obtain high frequency sub-bands. Lanczos interpolator used for low-resolution input images and the high-frequency sub-bands interpolation and the high frequency sub-bands are approved through an ABF filter to provide for the artifacts generated by DT-CWT. The filtered high-frequency sub-bands as well as the LR input image are combined using inverse DT-CWT to get a resolution-enhanced image. Objective and subjective analyses make known the advantage of the planned technique over the conventional with state-of-the-art RE techniques.

Key Words

Dual-tree complex wavelet transform (DT-CWT), Lanczos interpolation, resolution enhancement(RE), shift variant.

Cite This Article

"Enhancement of Image Resolution using DTCWT and Adaptive Bilateral Filter", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 4, page no.549-553, April-2019, Available :http://www.jetir.org/papers/JETIR1904C90.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Enhancement of Image Resolution using DTCWT and Adaptive Bilateral Filter", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 4, page no. pp549-553, April-2019, Available at : http://www.jetir.org/papers/JETIR1904C90.pdf

Publication Details

Published Paper ID: JETIR1904C90
Registration ID: 204606
Published In: Volume 6 | Issue 4 | Year April-2019
DOI (Digital Object Identifier):
Page No: 549-553
Country: Rajahmundry, Andhra Pradesh, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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