High-Quality Reflection Separation Using Polarized Images

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In this paper, we deal with a problem of separating the effect of reflection from images captured behind glass. The input consists of multiple polarized images captured from the same view point but with different polarizer angles. The output is the high quality separation of the reflection layer and the background layer from the images. We formulate this problem as a constrained optimization problem and propose a framework that allows us to fully exploit the mutually exclusive image information in our input data. We test our approach on various images and demonstrate that our approach can generate good reflection separation results.
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Issue Date
2011-12
Language
English
Article Type
Article
Keywords

USER ASSISTED SEPARATION; BLIND SEPARATION; SPARSITY PRIOR; TRANSPARENT; MOTIONS; SCENES

Citation

IEEE TRANSACTIONS ON IMAGE PROCESSING, v.20, no.12, pp.3393 - 3405

ISSN
1057-7149
URI
http://hdl.handle.net/10203/95480
Appears in Collection
EE-Journal Papers(저널논문)CS-Journal Papers(저널논문)
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