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DJPS

Diyala Journal for Pure Science

Scientific Refereed Journal Published By College of Science - University of Diyala

 

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djps.15.03.478B

Diyala Journal for Pure Science DJPS

 

P- ISSN:2222-8373, E-ISSN:2518-9255

Volume 15, Issue 3 , July . 2019

 

 

 

  

Single Image Reflection Removal

 

Yossra H. Ali , Maisa` S. Mohsen

 

Year: 2019, Volume: 15, Issue: 3

 

Pages: 39-53 , DOI: https://dx.doi.org/10.24237/djps.15.03.478B

 

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Abstract


 

This paper presents a proposed algorithm for removing undesired reflections from a single mixture image captured in front of transparent glass mediums. The proposed algorithm separates the single input image into background layer (actual scene) and the reflection layer by clustering mixture image pixels, using the prior knowledge that the background edges are of larger magnitude than reflection edges and the model of dichromatic reflection. Experimental results on real-world images proved that the proposed algorithm gets a result of the background image with reflections removed as much as possible. A quantitative and visual quality comparison between the proposed algorithm and state of the art algorithms is performed.

 

Keywords: reflection removal, specular reflection, mixture image, K-means and background layer.

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