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We present a novel system for sketch-based face image editing, enabling users to edit images intuitively by sketching a few strokes on a region of interest.
Image Inpainting. In Proceedings of the 27th Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH ’00) . ACM Press/Addison-Wesley Publishing Co., New York, NY, USA, 417–424
Marcelo Bertalmio, Guillermo Sapiro, Vincent Caselles, and Coloma Ballester. 2000 · 2000
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Image Quilting for Texture Synthesis and Transfer. In Proceedings of the 28th Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH ’01) . ACM, New York, NY, USA, 341–346
Alexei A. Efros and William T. Freeman. 2001 · 2001
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Mathematical Models for Local Nontexture Inpaintings
Jianhong Shen and Tony F. Chan. 2002 · 2002
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Simultaneous structure and texture image inpainting
Marcelo Bertalmio, Luminita Vese, Guillermo Sapiro, and Stanley Osher. 2003 · 2003
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Fragment-based image completion. In ACM Transactions on graphics (TOG) , Vol. 22. ACM, 303–312
Iddo Drori, Daniel Cohen-Or, and Hezy Yeshurun. 2003 · 2003
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Poisson Image Editing
Patrick Pérez, Michel Gangnet, and Andrew Blake. 2003 · 2003
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Region filling and object removal by exemplar-based image inpainting
Antonio Criminisi, Patrick Pérez, and Kentaro Toyama. 2004 · 2004
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PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing
Connelly Barnes, Eli Shechtman, Adam Finkelstein, and Dan B Goldman. 2009 · 2009
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Accurate Eye Centre Localisation by Means of Gradients
Fabian Timm and Erhardt Barth. 2011 · 2011
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Image Melding: Combining Inconsistent Images using Patch-based Synthesis
Soheil Darabi, Eli Shechtman, Connelly Barnes, Dan B Goldman, and Pradeep Sen. 2012 · 2012
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Generative Adversarial Nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio. 2014 · 2014
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Adam: A Method for Stochastic Optimization
Diederik P. Kingma and Jimmy Ba. 2014 · 2014
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Conditional Generative Adversarial Nets
Mehdi Mirza and Simon Osindero. 2014 · 2014
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A Neural Algorithm of Artistic Style
Leon A. Gatys, Alexander S. Ecker, and Matthias Bethge. 2015 · 2015
Cited alongside, same era.
Deep Learning Face Attributes in the Wild. In Proceedings of International Conference on Computer Vision (ICCV)
Ziwei Liu, Ping Luo, Xiaogang Wang, and Xiaoou Tang. 2015 · 2015
Cited alongside, same era.
Holistically-Nested Edge Detection. In The IEEE International Conference on Computer Vision (ICCV)
Saining Xie and Zhuowen Tu. 2015 · 2015
Cited alongside, same era.
Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification
Satoshi Iizuka, Edgar Simo-Serra, and Hiroshi Ishikawa. 2016 · 2016
Cited alongside, same era.
Transfiguring Portraits
Ira Kemelmacher-Shlizerman. 2016 · 2016
Cited alongside, same era.
Improved Training of Wasserstein GANs
Ishaan Gulrajani, Faruk Ahmed, Martin Arjovsky, Vincent Dumoulin, and Aaron C Courville. 2017 · 2017
Later among the works it cites.
Globally and Locally Consistent Image Completion
Satoshi Iizuka, Edgar Simo-Serra, and Hiroshi Ishikawa. 2017 · 2017
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Image-To-Image Translation With Conditional Adversarial Networks. In The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A. Efros. 2017 · 2017
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Progressive Growing of GANs for Improved Quality, Stability, and Variation
Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen. 2017 · 2017
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Generative Face Completion. In The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Yijun Li, Sifei Liu, Jimei Yang, and Ming-Hsuan Yang. 2017 · 2017
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Context Encoders: Feature Learning by Inpainting
Deepak Pathak, Philipp Krähenbühl, Jeff Donahue, Trevor Darrell, and Alexei Efros. 2016 · 2016
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Painting Style Transfer for Head Portraits Using Convolutional Neural Networks
Ahmed Selim, Mohamed Elgharib, and Linda Doyle. 2016 · 2016
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Automatic Photo Adjustment Using Deep Neural Networks
Zhicheng Yan, Hao Zhang, Baoyuan Wang, Sylvain Paris, and Yizhou Yu. 2016 · 2016
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Fisher Yu and Vladlen Koltun. 2016 · 2016
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BEGAN: Boundary Equilibrium Generative Adversarial Networks
David Berthelot, Tom Schumm, and Luke Metz. 2017 · 2017
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Photographic Image Synthesis With Cascaded Refinement Networks. In The IEEE International Conference on Computer Vision (ICCV)
Qifeng Chen and Vladlen Koltun. 2017 · 2017
Cited alongside, same era.
Eye In-Painting with Exemplar Generative Adversarial Networks
Brian Dolhansky and Cristian Canton Ferrer. 2017 · 2017
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Visual Attribute Transfer Through Deep Image Analogy
Jing Liao, Yuan Yao, Lu Yuan, Gang Hua, and Sing Bing Kang. 2017 · 2017
Later among the works it cites.
Scribbler: Controlling Deep Image Synthesis with Sketch and Color
Patsorn Sangkloy, Jingwan Lu, Chen Fang, FIsher Yu, and James Hays. 2017 · 2017
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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. 2017 · 2017
Later among the works it cites.
Semantic Image Inpainting With Deep Generative Models. In The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Raymond A. Yeh, Chen Chen, Teck Yian Lim, Alexander G. Schwing, Mark Hasegawa-Johnson, and Minh N. Do. 2017 · 2017
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Real-Time User-Guided Image Colorization with Learned Deep Priors
Richard Zhang, Jun-Yan Zhu, Phillip Isola, Xinyang Geng, Angela S Lin, Tianhe Yu, and Alexei A Efros. 2017 · 2017
Later among the works it cites.
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A. Efros. 2017 · 2017
Later among the works it cites.
Instagram Press
Instagram. 2018 · 2018
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AutoTrace
Martin Weber. 2018 · 2018
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