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Image harmonization aims to modify the color of the composited region with respect to the specific background.
Color transfer between images
Erik Reinhard, Michael Adhikhmin, Bruce Gooch, and Peter Shirley · 2001
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Poisson image editing
Patrick Pérez, Michel Gangnet, and Andrew Blake · 2003
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Color harmonization
Daniel Cohen-Or, Olga Sorkine, Ran Gal, Tommer Leyvand, and Ying-Qing Xu · 2006
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Drag-and-drop pasting
Jiaya Jia, Jian Sun, Chi-Keung Tang, and Heung-Yeung Shum · 2006
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Using color compatibility for assessing image realism
Jean-Francois Lalonde and Alexei A Efros · 2007
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Imagenet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
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Multi-scale image harmonization
Kalyan Sunkavalli, Micah K Johnson, Wojciech Matusik, and Hanspeter Pfister · 2010
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Learning photographic global tonal adjustment with a database of input/output image pairs
Vladimir Bychkovsky, Sylvain Paris, Eric Chan, and Frédo Durand · 2011
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Guided image filtering
Kaiming He, Jian Sun, and Xiaoou Tang · 2012
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Imagenet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton · 2012
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Understanding and improving the realism of image composites
Su Xue, Aseem Agarwala, Julie Dorsey, and Holly Rushmeier · 2012
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Generative adversarial networks
Ian J Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
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Microsoft coco: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick · 2014
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Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2014
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U-net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
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Learning a discriminative model for the perception of realism in composite images
Jun-Yan Zhu, Philipp Krahenbuhl, Eli Shechtman, and Alexei A Efros · 2015
Cited alongside, same era.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Squeezenet: Alexnet-level accuracy with 50x fewer parameters and¡ 0.5 mb model size
Forrest N Iandola, Song Han, Matthew W Moskewicz, Khalid Ashraf, William J Dally, and Kurt Keutzer · 2016
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Deep bilateral learning for real-time image enhancement
Michaël Gharbi, Jiawen Chen, Jonathan T Barron, Samuel W Hasinoff, and Frédo Durand · 2017
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Mobilenets: Efficient convolutional neural networks for mobile vision applications
Andrew G Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, and Hartwig Adam · 2017
Blind visual motif removal from a single image
Amir Hertz, Sharon Fogel, Rana Hanocka, Raja Giryes, and Daniel Cohen-Or · 2019
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Inserting videos into videos
Donghoon Lee, Tomas Pfister, and Ming-Hsuan Yang · 2019
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Deep single portrait image relighting
Hao Zhou, Sunil Hadap, Kalyan Sunkavalli, and David W. Jacobs · 2019
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Dovenet: Deep image harmonization via domain verification
Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, and Liqing Zhang · 2020
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Improving the harmony of the composite image by spatial-separated attention module
Xiaodong Cun and Chi-Man Pun · 2020
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Zero-reference deep curve estimation for low-light image enhancement
Chunle Guo, Chongyi Li, Jichang Guo, Chen Change Loy, Junhui Hou, Sam Kwong, and Runmin Cong · 2020
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Cited alongside, same era.
Image-to-image translation with conditional adversarial networks
Phillip Isola, Jun Yan Zhu, Tinghui Zhou, and Alexei A. Efros · 2017
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Least squares generative adversarial networks
Xudong Mao, Qing Li, Haoran Xie, Raymond YK Lau, Zhen Wang, and Stephen Paul Smolley · 2017
Cited alongside, same era.
Automatic differentiation in pytorch
Adam Paszke, Sam Gross, Soumith Chintala, Gregory Chanan, Edward Yang, Zachary DeVito, Zeming Lin, Alban Desmaison, Luca Antiga, and Adam Lerer · 2017
Cited alongside, same era.
Deep image harmonization
Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, and Ming-Hsuan Yang · 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.
Exposure: A white-box photo post-processing framework
Yuanming Hu, Hao He, Chenxi Xu, Baoyuan Wang, and Stephen Lin · 2018
Cited alongside, same era.
Fixing weight decay regularization in adam
Ilya Loshchilov and Frank Hutter · 2018
Cited alongside, same era.
Later among the works it cites.
Image harmonization with attention-based deep feature modulation
Guoqing Hao, Satoshi Iizuka, and Kazuhiro Fukui · 2020
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Learning image-adaptive 3d lookup tables for high performance photo enhancement in real-time
Hui Zeng, Jianrui Cai, Lida Li, Zisheng Cao, and Lei Zhang · 2020
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BargainNet: Background-guided domain translation for image harmonization
Wenyan Cong, Li Niu, Jianfu Zhang, Jing Liang, and Liqing Zhang · 2021
Closest in time.
Split then refine: Stacked attention-guided resunets for blind single image visible watermark removal
Xiaodong Cun and Chi-Man Pun · 2021
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Intrinsic image harmonization
Zonghui Guo, Haiyong Zheng, Yufeng Jiang, Zhaorui Gu, and Bing Zheng · 2021
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Region-aware adaptive instance normalization for image harmonization
Jun Ling, Han Xue, Li Song, Rong Xie, and Xiao Gu · 2021
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Curl: Neural curve layers for global image enhancement
Sean Moran, Steven McDonagh, and Gregory Slabaugh · 2021
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Foreground-aware semantic representations for image harmonization
Konstantin Sofiiuk, Polina Popenova, and Anton Konushin · 2021
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