DocumentCode :
3742087
Title :
Rain Streaks Removal by Using Composite Method
Author :
Fitri Utaminingrum;I Komang Somawirata
Author_Institution :
Fac. of Comput. Sci., Brawijaya Univ., Malang, Indonesia
fYear :
2015
Firstpage :
139
Lastpage :
142
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.
Keywords :
"Rain","Quantization (signal)","Image enhancement","Estimation","Image decomposition","Dictionaries","Principal component analysis"
Publisher :
ieee
Conference_Titel :
Signal-Image Technology & Internet-Based Systems (SITIS), 2015 11th International Conference on
Type :
conf
DOI :
10.1109/SITIS.2015.81
Filename :
7400557
Link To Document :
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