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The latest deep learning-based approaches have shown promising results for the challenging task of inpainting missing regions of an image.
Coherence-enhancing diffusion filtering
J.Weickert · 1999
Earlier work this paper cites.
Image inpainting
M. Bertalmio, G. Sapiro, V. Caselles, and C. Ballester · 2000
Earlier work this paper cites.
Image quilting for texture synthesis and transfer
A. A. Efros and W. T. Freeman · 2001
Earlier work this paper cites.
Texture synthesis by nonparametric sampling
A. A. Efros and T. K. Leung · 2001
Earlier work this paper cites.
Digital inpainting based on the mumford¨cshah euler image model
S. Esedoglu and J. Shen · 2002
Earlier work this paper cites.
Simultaneous structure and texture image inpainting
M. Bertalmio, L. Vese, G. Sapiro, and S. Osher · 2003
Earlier work this paper cites.
Fragment-based image completion
I. Drori, D. Cohen-Or, and H. Yeshurun · 2003
Earlier work this paper cites.
Learning how to inpaint from global image statistics
A. Levin, A. Zomet, and Y. Weiss · 2003
Earlier work this paper cites.
Image completion with structure propagation
S. Jian, Y. Lu, J. Jiaya, and S. Heung-Yeung · 2005
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Hole filling through photomontage
M. Wilczkowiak, G. J. Brostow, B. Tordoff, and R. Cipolla · 2005
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Summarizing visual data using bidirectional similarity
D. Simakov, Y. Caspi, E. Shechtman, and M. Irani · 2008
Earlier work this paper cites.
Patchmatch: A randomized correspondence algorithm forstructural image editing
C. Barnes, E. Shechtman, A. Finkelstein, and D. B. Goldman · 2009
Earlier work this paper cites.
Image inpainting by patch propagation using patch sparsity
Z. Xu and J. Sun · 2010
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Image melding: Combining inconsistent images using patch-based synthesis
S. Darabi, E. Shechtman, C. Barnes, D. B. Goldman, and P. Sen · 2012
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What makes paris look like paris?
C. Doersch, S. Singh, A. Gupta, J. Sivic, and A. Efros · 2012
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Region filling and object removal by exemplar-based image inpainting
A. Criminisi, P. P¨¦rez, and K. Toyama · 2014
Cited alongside, same era.
Generative adversarial networks
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D.Warde-Farley, S.Ozair, A.Courville, and Y.Bengio · 2014
Cited alongside, same era.
Image completion using planar structure guidance
J. B. Huang, S. B. Kang, N. Ahuja, and J. Kopf · 2014
Cited alongside, same era.
Adam: A method for stochastic optimization
D. P. Kingma and J. L. Ba · 2015
Cited alongside, same era.
Deep learning face attributes in the wild
Z. Liu, P. Lu, X. Wang, and X. Tang · 2015
Cited alongside, same era.
Precomputed real-time texture synthesis with markovian generative adversarial networks
L. Chuan and M. Wand · 2016
Cited alongside, same era.
Places: A 10 million image database for scene recognition
B. Zhou, A. Lapedriza, A. Khosla, A. Oliva, and A. Torralba · 2017
Later among the works it cites.
Filling-in by joint interpolation of vector fields and gray levels
C. Ballester, M. Bertalmio, V. Caselles, G. Sapiro, and J. Verdera · 2018
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Eye in-painting with exemplar generative adversarial networks
B. Dolhansky and C. C. Ferrer · 2018
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Semantic image inpainting with progressive generative networks
Z. Haoran, H. Zhenzhen, L. Changzhi, Z. Wangmeng, and W. Meng · 2018
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Image inpainting for irregular holes using partial convolutions
G. Liu, F. A. Reda, K. J. Shih, T.-C. Wang, A. Tao, and B.Catanzaro · 2018
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The relativistic discriminator: a key element missing from standard gan
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Perceptual losses for real-time style transfer and super-resolution
J. Johnson, A. Alahi, and L. Fei-Fei · 2016
Cited alongside, same era.
Context encoders: Feature learning by inpainting
D. Pathak, P. Krahenbuhl, J. Donahue, T. Darrell, and A. A. Efros · 2016
Cited alongside, same era.
Semantic image inpainting with perceptual and contextual losses
R. Yeh, C. Chen, T. Y. Lim, M. Hasegawa-Johnson, and M. N. Do · 2016
Cited alongside, same era.
Globally and locally consistent image completion
S. Iizuka, E. Simo-Serra, and H. Ishikawa · 2017
Cited alongside, same era.
Image-to-image translation with conditional adversarial networks
P. Isola, J. Y. Zhu, T. Zhou, and A. A. Efros · 2017
Cited alongside, same era.
Generative face completion
Y. Li, S. Liu, J. Yang, and M.-H. Yang · 2017
Cited alongside, same era.
A. J. Martineau · 2018
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Srfeat: Single image super-resolution with feature discrimination
S. Park, H. S. Chao, K. Hong, and S. Lee · 2018
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Contextual-based image inpainting: Infer, match, and translate
Y. Song, C. Yang, Z. Lin, X. Liu, Q. Huang, H. Li, and C. Jay · 2018
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Spg-net: Segmentation prediction and guidance network for image inpainting
Y. Song, C. Yang, and Y. Shen · 2018
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Shift-net: Image inpainting via deep feature rearrangement
Z. Yan, X. Yan, M. Li, W. Zuo, and S. Shan · 2018
Later among the works it cites.
Image inpainting using block-wise procedural training with annealed adversarial counterpart
C. Yang, Y.Song, and X. Liu · 2018
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Free-form image inpainting with gated convolution
J. Yu, Z. Lin, J. Yang, X. Shen, X. Lu, and T. S. Huang · 2018
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Generative image inpainting with contextual attention
J. Yu, Z. Lin, J. Yang, X. Shen, X. Lu, and T. S. Huang · 2018
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Guided image inpainting: Replacing an image region by pulling content from another image
Y. Zhao, B. Price, and S. Cohen · 2018
Later among the works it cites.