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Low Contrast Image Enhancement Based On Undecimated Wavelet Transform with SSR

Namita Naik1 , Agya Mishra2

Section:Research Paper, Product Type: Journal Paper
Volume-4 , Issue-2 , Page no. 79-84, Feb-2016

Online published on Feb 29, 2016

Copyright © Namita Naik , Agya Mishra . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: Namita Naik , Agya Mishra, “Low Contrast Image Enhancement Based On Undecimated Wavelet Transform with SSR,” International Journal of Computer Sciences and Engineering, Vol.4, Issue.2, pp.79-84, 2016.

MLA Style Citation: Namita Naik , Agya Mishra "Low Contrast Image Enhancement Based On Undecimated Wavelet Transform with SSR." International Journal of Computer Sciences and Engineering 4.2 (2016): 79-84.

APA Style Citation: Namita Naik , Agya Mishra, (2016). Low Contrast Image Enhancement Based On Undecimated Wavelet Transform with SSR. International Journal of Computer Sciences and Engineering, 4(2), 79-84.

BibTex Style Citation:
@article{Naik_2016,
author = {Namita Naik , Agya Mishra},
title = {Low Contrast Image Enhancement Based On Undecimated Wavelet Transform with SSR},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {2 2016},
volume = {4},
Issue = {2},
month = {2},
year = {2016},
issn = {2347-2693},
pages = {79-84},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=799},
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=799
TI - Low Contrast Image Enhancement Based On Undecimated Wavelet Transform with SSR
T2 - International Journal of Computer Sciences and Engineering
AU - Namita Naik , Agya Mishra
PY - 2016
DA - 2016/02/29
PB - IJCSE, Indore, INDIA
SP - 79-84
IS - 2
VL - 4
SN - 2347-2693
ER -

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Abstract

Image Enhancement refers to accentuation or sharpening of image features such as edges, boundaries or contrast so as to get finer details of an image. In this paper a low contrast image enhancement algorithm using Single Scale Retinex (SSR) with undecimated wavelet transform (UWT) has been proposed. The performance of the proposed algorithm is evaluated using a statistical visual contrast measure (VCM). Experimental results obtained from the proposed algorithm gives improvement in terms of the VCM. Paper concludes comparison with existing algorithm and shows that the proposed method performs quite efficiently.

Key-Words / Index Term

Low Contrast image Enhancement, single scale retinex (SSR), undecimtaed wavelet transform, visual contrast measure

References

[1] P.Suganya, S.Gayathri, N.Mohanapriya, “Survey on Image Enhancement Techniques”, International Journal of Computer Applications Technology and Research”, Vol. 2 Issue 5, 2013, page. 623-627.
[2] Numan Unaldi, Samil Temel & Suleyman Demirci, “Undecimated Wavelet Based Contrast Enhancement”, International Journal of Computer, Information, Systems and Control Engineering, Vol.7, Issue-9, 2013, page. 571-574.
[3] In- Su Jang, Tae-Hyoung Lee, Wang –Jun Kyung and Yeong –Ho Ha, “ Local Contast Enhancement Based On Adaptive Multiscale Retinex Using Intensity Distribution Of Input Image”, Journal of Imaging Science and Technology, Vol.55, Issue-4, 2011, page. 040502-1-040502-14.
[4] Violeta Bogdanova, “ Image Enhancement Using Retinex Algorithms And Epitomic Representation “, Bulgarian academy of science, cybernetics and information technologies, Vol. 10, Issue-3, Sofia 2010, page. 10-19.
[5] Doo Hyun Choi, Ick Hoon Jang , Mi Hye Kim, Nam Chul Kim, “ Colour Image Enhancement Based On Single-Scale Retinex With A JND Based Non-Linear Filter”, Proceeding of IEEE International symposium on circuits and systems, New Orleans, LA, page. 3948-3951.
[6] Doo Hyun Choi, Ick Hoon Jang , Mi Hye Kim, and Nam Chul Kim, “Color Image Enhancement Using Single-Scale Retinex Based On An Improved Image Formation Model”, 16th European Signal Processing Conference (EUSIPCO 2008), Lausanne, Switzerland, August 2008, page 25-29.
[7] Anish Kumar Vishwakarma, Agya Mishra, Kumar Gaurav, Abhishek Kataria, “Illumination Reduction of Low Contrast Image Enhancement with Homomorphic Filtering Technique”, International Conference on Communication Systems and Netwrk Technologies, 2012, page. 171-173.