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Sketch-based image editing aims to synthesize and modify photos based on the structural information provided by the human-drawn sketches.
An unpaired sketch-to-photo translation model
Runtao Liu, Qian Yu, and Stella Yu · 1909
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Image inpainting
Marcelo Bertalmio, Guillermo Sapiro, Vincent Caselles, and Coloma Ballester · 2000
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Region filling and object removal by exemplar-based image inpainting
Antonio Criminisi, Patrick Pérez, and Kentaro Toyama · 2004
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Image completion with structure propagation
Jian Sun, Lu Yuan, Jiaya Jia, and Heung-Yeung Shum · 2005
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Scene completion using millions of photographs
James Hays and Alexei A Efros · 2007
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Space-time completion of video
Yonatan Wexler, Eli Shechtman, and Michal Irani · 2007
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Patchmatch: A randomized correspondence algorithm for structural image editing
Connelly Barnes, Eli Shechtman, Adam Finkelstein, and Dan B Goldman · 2009
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Photo uncrop
Qi Shan, Brian Curless, Yasutaka Furukawa, Carlos Hernandez, and Steven M Seitz · 2014
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Biggerpicture: data-driven image extrapolation using graph matching
Miao Wang, Yukun Lai, Yuan Liang, Ralph Robert Martin, and Shi-Min Hu · 2014
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Deep learning face attributes in the wild
Ziwei Liu, Ping Luo, Xiaogang Wang, and Xiaoou Tang · 2015
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Imagenet large scale visual recognition challenge
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, et al · 2015
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Holistically-nested edge detection
Saining Xie and Zhuowen Tu · 2015
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Perceptual losses for real-time style transfer and super-resolution
Justin Johnson, Alexandre Alahi, and Fei Fei Li · 2016
Earlier work this paper cites.
Context encoders: Feature learning by inpainting
Deepak Pathak, Philipp Krähenbühl, Jeff Donahue, Trevor Darrell, and Alexei A. Efros · 2016
Cited alongside, same era.
The sketchy database: learning to retrieve badly drawn bunnies
Patsorn Sangkloy, Nathan Burnell, Cusuh Ham, and James Hays · 2016
Cited alongside, same era.
Sketch me that shoe
Qian Yu, Feng Liu, Yi-Zhe Song, Tao Xiang, Timothy M Hospedales, and Chen-Change Loy · 2016
Cited alongside, same era.
Arbitrary style transfer in real-time with adaptive instance normalization
Xun Huang and Serge Belongie · 2017
Cited alongside, same era.
Image-to-image translation with conditional adversarial networks
Phillip Isola, Jun Yan Zhu, Tinghui Zhou, and Alexei A. Efros · 2017
Cited alongside, same era.
Unsupervised image-to-image translation networks
Ming Yu Liu, Thomas Breuel, and Jan Kautz · 2017
Cited alongside, same era.
Multimodal unsupervised image-to-image translation
Xun Huang, Ming-Yu Liu, Serge Belongie, and Jan Kautz · 2018
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Progressive growing of gans for improved quality, stability, and variation
Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen · 2018
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Image generation from sketch constraint using contextual gan
Yongyi Lu, Shangzhe Wu, Yu-Wing Tai, and Chi-Keung Tang · 2018
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Spectral normalization for generative adversarial networks
Takeru Miyato, Toshiki Kataoka, Masanori Koyama, and Yuichi Yoshida · 2018
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Faceshop: Deep sketch-based face image editing
Tiziano Portenier, Qiyang Hu, Attila Szabo, Siavash Arjomand Bigdeli, Paolo Favaro, and Matthias Zwicker · 2018
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Real-time data-driven interactive rough sketch inking
Edgar Simo-Serra, Satoshi Iizuka, and Hiroshi Ishikawa · 2018
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Scribbler: Controlling deep image synthesis with sketch and color
Patsorn Sangkloy, Jingwan Lu, Chen Fang, Fisher Yu, and James Hays · 2017
Cited alongside, same era.
High-resolution image inpainting using multi-scale neural patch synthesis
Chao Yang, Xin Lu, Zhe Lin, Eli Shechtman, Oliver Wang, and Hao Li · 2017
Cited alongside, same era.
Unpaired image-to-image translation using cycle-consistent adversarial networks
Jun Yan Zhu, Taesung Park, Phillip Isola, and Alexei A. Efros · 2017
Cited alongside, same era.
Toward multimodal image-to-image translation
Jun-Yan Zhu, Richard Zhang, Deepak Pathak, Trevor Darrell, Alexei A Efros, Oliver Wang, and Eli Shechtman · 2017
Cited alongside, same era.
Sketchygan: Towards diverse and realistic sketch to image synthesis
Wengling Chen and James Hays · 2018
Cited alongside, same era.
Stargan: Unified generative adversarial networks for multi-domain image-to-image translation
Yunjey Choi, Minje Choi, Munyoung Kim, Jung Woo Ha, Sunghun Kim, and Jaegul Choo · 2018
Cited alongside, same era.
Later among the works it cites.
High-resolution image synthesis and semantic manipulation with conditional gans
Ting Chun Wang, Ming Yu Liu, Jun Yan Zhu, Andrew Tao, Jan Kautz, and Bryan Catanzaro · 2018
Later among the works it cites.
Generative image inpainting with contextual attention
Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, and Thomas S Huang · 2018
Later among the works it cites.
Interactive sketch & fill: Multiclass sketch-to-image translation
Arnab Ghosh, Richard Zhang, Puneet K. Dokania, Oliver Wang, Alexei A. Efros, Philip H. S. Torr, and Eli Shechtman · 2019
Later among the works it cites.
Sc-fegan: Face editing generative adversarial network with user’s sketch and color
Youngjoo Jo and Jongyoul Park · 2019
Later among the works it cites.
A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
Later among the works it cites.
Controllable artistic text style transfer via shape-matching gan
Shuai Yang, Zhangyang Wang, Zhaowen Wang, Ning Xu, Jiaying Liu, and Zongming Guo · 2019
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Free-form image inpainting with gated convolution
Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, and Thomas S Huang · 2019
Later among the works it cites.