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Single image reflection separation is an ill-posed problem since two scenes, a transmitted scene and a reflected scene, need to be inferred from a single observation.
Computer vision systems
H. Barrow and J. Tenenbaum · 1978
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Separation of transparent layers using focus
Y. Y. Schechner, N. Kiryati, and R. Basri · 2000
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Polarization and statistical analysis of scenes containing a semireflector
Y. Y. Schechner, J. Shamir, and N. Kiryati · 2000
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Layer extraction from multiple images containing reflections and transparency
R. Szeliski, S. Avidan, and P. Anandan · 2000
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Learning to perceive transparency from the statistics of natural scenes
A. Levin, A. Zomet, and Y. Weiss · 2003
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Separating reflections from a single image using local features
A. Levin, A. Zomet, and Y. Weiss · 2004
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Separating transparent layers through layer information exchange
B. Sarel and M. Irani · 2004
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Removing photography artifacts using gradient projection and flash-exposure sampling
A. Agrawal, R. Raskar, S. K. Nayar, and Y. Li · 2005
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Removing camera shake from a single photograph
R. Fergus, B. Singh, A. Hertzmann, S. T. Roweis, and W. T. Freeman · 2006
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User assisted separation of reflections from a single image using a sparsity prior
A. Levin and Y. Weiss · 2007
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Blind separation of superimposed moving images using image statistics
K. Gai, Z. Shi, and C. Zhang · 2012
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Structured face hallucination
C.-Y. Yang, S. Liu, and M.-H. Yang · 2013
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Generative adversarial nets
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio · 2014
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Deblurring low-light images with light streaks
Z. Hu, S. Cho, J. Wang, and M.-H. Yang · 2014
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A physically-based approach to reflection separation: from physical modeling to constrained optimization
N. Kong, Y.-W. Tai, and J. S. Shin · 2014
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Single image layer separation using relative smoothness
Y. Li and M. S. Brown · 2014
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Deblurring face images with exemplars
J. Pan, Z. Hu, Z. Su, and M.-H. Yang · 2014
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A computational approach for obstruction-free photography
T. Xue, M. Rubinstein, C. Liu, and W. T. Freeman · 2015
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Image style transfer using convolutional neural networks
L. A. Gatys, A. S. Ecker, and M. Bethge · 2016
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Coupled generative adversarial networks
M.-Y. Liu and O. Tuzel · 2016
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Depth of field guided reflection removal
R. Wan, B. Shi, T. A. Hwee, and A. C. Kot · 2016
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Single image reflection suppression
N. Arvanitopoulos Darginis, R. Achanta, and S. Süsstrunk · 2017
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A generic deep architecture for single image reflection removal and image smoothing
Q. Fan, J. Yang, G. Hua, B. Chen, and D. Wipf · 2017
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Introduction to optical characterization of materials
J. A. Soares · 2014
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Separation of weak reflection from a single superimposed image
Q. Yan, Y. Xu, X. Yang, and T. Nguyen · 2014
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U-net: Convolutional networks for biomedical image segmentation
O. Ronneberger, P. Fischer, and T. Brox · 2015
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Reflection removal using ghosting cues
Y. Shih, D. Krishnan, F. Durand, and W. T. Freeman · 2015
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Reflection removal using low-rank matrix completion
B.-J. Han and J.-Y. Sim · 2017
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Image-to-image translation with conditional adversarial networks
P. Isola, J.-Y. Zhu, T. Zhou, and A. A. Efros · 2017
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Benchmarking single-image reflection removal algorithms
R. Wan, B. Shi, L.-Y. Duan, A.-H. Tan, and A. C. Kot · 2017
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Places: A 10 million image database for scene recognition
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Unpaired image-to-image translation using cycle-consistent adversarial networks
J.-Y. Zhu, T. Park, P. Isola, and A. A. Efros · 2017
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