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Deep generative models have shown success in automatically synthesizing missing image regions using surrounding context.
Faithful completion of images of scenic landmarks using internet images
Zhu, Z., Huang, H.Z., Tan, Z.P., Xu, K., Hu, S.M.: · 1958
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Texture synthesis by non-parametric sampling
Efros, A.A., Leung, T.K.: · 1999
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Image inpainting
Bertalmio, M., Sapiro, G., Caselles, V., Ballester, C.: · 2000
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Image quilting for texture synthesis and transfer
Efros, A.A., Freeman, W.T.: · 2001
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Color transfer between images
Reinhard, E., Adhikhmin, M., Gooch, B., Shirley, P.: · 2001
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Object removal by exemplar-based inpainting
Criminisi, A., Perez, P., Toyama, K.: · 2003
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Fragment-based image completion
Drori, I., Cohen-Or, D., Yeshurun, H.: · 2003
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Poisson image editing
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Texture optimization for example-based synthesis
Kwatra, V., Essa, I., Bobick, A., Kwatra, N.: · 2005
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Hole filling through photomontage
Wilczkowiak, M., Brostow, G.J., Tordoff, B., Cipolla, R.: · 2005
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An iterative regularization method for total variation-based image restoration
Osher, S., Burger, M., Goldfarb, D., Xu, J., Yin, W.: · 2005
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Scene completion using millions of photographs
Hays, J., Efros, A.A.: · 2007
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The linear monge-kantorovitch linear colour mapping for example-based colour transfer
Pitié, F., Kokaram, A.: · 2007
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Processing scene context: Fast categorization and object interference
Joubert, O.R., Rousselet, G.A., Fize, D., Fabre-Thorpe, M.: · 2007
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Get out of my picture! internet-based inpainting
Whyte, O., Sivic, J., Zisserman, A.: · 2009
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Patchmatch: A randomized correspondence algorithm for structural image editing
Barnes, C., Shechtman, E., Finkelstein, A., Goldman, D.B.: · 2009
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Multi-scale image harmonization
Sunkavalli, K., Johnson, M.K., Matusik, W., Pfister, H.: · 2010
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Error-tolerant image compositing
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Simonyan, K., Zisserman, A.: · 2014
Tensorflow: A system for large-scale machine learning
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High-resolution image inpainting using multi-scale neural patch synthesis
Yang, C., Lu, X., Lin, Z., Shechtman, E., Wang, O., Li, H.: · 2017
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Globally and locally consistent image completion
Iizuka, S., Simo-Serra, E., Ishikawa, H.: · 2017
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Toward multimodal image-to-image translation
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Deep image harmonization
Tsai, Y.H., Shen, X., Lin, Z., Sunkavalli, K., Lu, X., Yang, M.H.: · 2017
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Controlling perceptual factors in neural style transfer
Gatys, L.A., Ecker, A.S., Bethge, M., Hertzmann, A., Shechtman, E.: · 2017
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Generative adversarial nets
Goodfellow, I., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., Bengio, Y.: · 2014
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Adam: A method for stochastic optimization
Kingma, D., Ba, J.: · 2014
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Microsoft coco: Common objects in context
Lin, T.Y., Maire, M., Belongie, S., Hays, J., Perona, P., Ramanan, D., Dollár, P., Zitnick, C.L.: · 2014
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U-net: Convolutional networks for biomedical image segmentation
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Style transfer via texture synthesis
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Deep image matting
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Photo-realistic single image super-resolution using a generative adversarial network
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Image-to-image translation with conditional adversarial networks
Isola, P., Zhu, J.Y., Zhou, T., Efros, A.A.: · 2017
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Photographic image synthesis with cascaded refinement networks
Chen, Q., Koltun, V.: · 2017
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Scene parsing through ade20k dataset
Zhou, B., Zhao, H., Puig, X., Fidler, S., Barriuso, A., Torralba, A.: · 2017
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Shortlist selection with residual-aware distance estimator for k-nearest neighbor search
Heo, J.P., Lin, Z., Shen, X., Brandt, J., Yoon, S.E.: · 2017
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Generative image inpainting with contextual attention
Yu, J., Lin, Z., Yang, J., Shen, X., Lu, X., Huang, T.S.: · 2018
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