An Optimization Algorithm of Image Defogging Based on Retinex

Xiao Qiang Ji; Jie Zhang Cheng; Hui Du; Ting Ting Zhang

doi:10.4028/www.scientific.net/AMM.644-650.4431

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 644-650An Optimization Algorithm of Image Defogging Based...

An Optimization Algorithm of Image Defogging Based on Retinex

Abstract:

In order to enhance the image contrast obtained in fog or haze, an optimized algorithm that based on the modified Retinex module is proposed. According to the defects of the traditional Retinex algorithm, such as high complexity and the halo phenomenon, this method enhanced the image global contrast by modifying the illumination component, and corrected the reflection component using nonlinear function. The experimental results showed that it can increase foggy image clearness quickly, adjust the image brightness effectively and overcome time-consuming drawback of original algorithm that greatly improve the efficiency and speed.

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Periodical:

Applied Mechanics and Materials (Volumes 644-650)

Pages:

4431-4434

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.644-650.4431

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Online since:

September 2014

Authors:

Xiao Qiang Ji*, Jie Zhang Cheng, Hui Du, Ting Ting Zhang

Keywords:

Contrast, Haze, Illumination Component, Reflection Component, Retinex

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* - Corresponding Author

References

[1] TAN R T．Visiblity in bad weather from a single image , Proceedings of Computer Society Conference on Computer Vision and Pattern Recognition 2008: 1-8.

DOI: 10.1109/cvpr.2008.4587643

Google Scholar

[2] Kopf, B． Neubert, B． Chen, et al．Deep photo: Model-based photograph enhancement and viewing , ACM Transactions on Graphics, SIGGRAPH, California, USA, 2008, pp.1-10.

DOI: 10.1145/1457515.1409069

Google Scholar

[3] L．g. zh., L. w, An Effective Modified Retinex Algorithm for Adaptive Contrast Enhancement of Image, in: journal of test and measurement technology, Taiyuan, 2009, pp.445-451.

Google Scholar

[4] Doo H C, Ick H J, Mi H K. Color image enhancement using single-scale retinex based on an improved image formation module , 16th European Signal Processing Conference, 2008, pp.25-29.

Google Scholar

[5] Sini G, Ramponi G, Carrai P. A modified retinex for image contrast enhancement and dynamics control , Image Processing, ICIP 2003. Processings International Conference, Issue, 2003, pp.14-17.

DOI: 10.1109/icip.2003.1247264

Google Scholar

[6] Jean-Philippe Tarel . Fast Visibility Restoration from a Single Color or Gray Level Image, ICCV, 2009, pp.20-28.

DOI: 10.1109/iccv.2009.5459251

Google Scholar

[7] JI. X. Q. Research on Fast Image Defogging and Visibility Restoration, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Science, 2012, pp.94-96.

Google Scholar