An Ameliorative Defogging Algorithm Based on the MSR

Ming Liu; Chao Xu

doi:10.4028/www.scientific.net/AMM.556-562.3483

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 556-562An Ameliorative Defogging Algorithm Based on the...

An Ameliorative Defogging Algorithm Based on the MSR

Abstract:

In view of the existing problems of traditional defogging algorithms,such as color distortion and halo phenomenon in MSR algorithm (multi-scale Retinex) , we improve it by using adaptive filter and different weighting factor.In other word,when gray levels of pixels within a certain threshold, use homomorphic filtering; otherwise use different state filtering device. Experiments shown that image details are enhanced, and contrast is enhanced, visual effect is improved.

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Periodical:

Applied Mechanics and Materials (Volumes 556-562)

Pages:

3483-3486

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.556-562.3483

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Cite this paper

Online since:

May 2014

Authors:

Ming Liu*, Chao Xu

Keywords:

Adaptive, Image Enhancement, MSR, Multiple Weighting Factor

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* - Corresponding Author

References

[1] Jiao Jichao, Zhao Baojun, Tao Fenfang, Lou Jua. Astronomical image enhancement algorith based on regional image restoration[J]. Chinese Journal of Scientific Instrument, 32(7): 1455-1461.

Google Scholar

[2] WANG Zhi-yun , HUANG Meng-wei, HU Po , RAO Qiang, Image Enhancement Based on Histograms and Its Realization with MATLAB[J]. COMPUTER ENGINEERING & SCIENCE, 2006, 2(28): 54-56.

Google Scholar

[3] LIU Jia-peng, ZHAO Yu-ming, HU Fu-qiao. A Nonlinear Image Enhancement Algorithm Based on Single Scale Retinex[J]. JOURNAL OF SHANGHAI JIAOTONG UNIVERSITY, 2007, 41(5): 685-688.

Google Scholar

[4] ZHANG L G, YANG J, LI J, et al. Image characteristic extraction method based on wavelet packet and mathematical morphology［J］. Chinese Journal of Scientific Instrument, 2010, 31( 10) : 2285-2290.

Google Scholar

[5] Levin A, Lischinski D, Weiss Y. A closed-form solution to natural image matting[J]. Patter Analysis and Machine Intelligence, IEEE Transactions on 2008, 30(2): 228-242.

DOI: 10.1109/tpami.2007.1177

Google Scholar

[6] Land E H. The retinex theory of color vision[M]. Scientific America. (1977).

Google Scholar

[7] Von Kries R, Koletzko B, Sauerwald T, et al. Breast feeding and obesity: cross sectional study[J]. BMJ: BritishMedical Journal, 1999, 319(7203): 147.

DOI: 10.1136/bmj.319.7203.147

Google Scholar

[8] HUANG Li-hong. Fog-degraded image enhancement based on single-scale Retinex[J]. Journal of Applied Optics. 2010, 31(5): 728-733.

Google Scholar

[9] Geng Xin, Hu Xiaoguan, Multi-scale color image enhancement algorithm based on fuzzy peer groups[J]. Chinese Journal of Scientific Instrument, 2012, 33(3): 602-608.

Google Scholar

[10] Frankle J A, McCann J J. Method and apparatus for lightness imaging:U.S. Patent 4, 384, 336[P]. 1983-5-17.

Google Scholar

[11] Hu Xueyou. Enhancement and Restoration Algorithms for Fog-degraded Images[D]. [Docto-ral Thesis]. HeFei: AnHui University, 2011: 97.

Google Scholar