Rain Streaks Removal by Using Composite Method

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Fitri Utaminingrum, I Komang Somawirata

2016 Proceedings - 11th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2015 Conference paper Cited by 2 Quartile

Abstract

This paper proposes rain streaks removal by combining of the smoothing methods and image enhancement. We design an efficient method for detecting and removing rain streaks in the image. The rain streaks component is obtained by reduction of the original image rain streaks with blur image, and then conducted in the quantization process. Regarding to the image quantization results, we can find a non rain streak and rain streak components. Furthermore, rain streak components are replaced by the pixels of enhancement image results that generate non-rain estimation. Finally, by implementing artefact removal from the summing of the non rain component and non rain component estimation of an image generate a rain removal method. Simulation results show the proposed method successfully eliminate the rain streaks and maintain non rain streaks. © 2015 IEEE.

Affiliations

Faculty of Computer Science (FILKOM), Brawijaya University, Jl. Veteran No. 8, Malang, East Java, Indonesia; Electrical Engineering, Field of Computer Engineering, National Institute of Technology, Malang, Indonesia