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Neural style transfer (NST), where an input image is rendered in the style of another image, has been a topic of considerable progress in recent years.
Art and visual perception: A psychology of the creative eye
Rudolf Arnheim · 1954
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Pyramid methods in image processing
Edward H Adelson, Charles H Anderson, James R Bergen, Peter J Burt, and Joan M Ogden · 1984
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Principal warps: Thin-plate splines and the decomposition of deformations
Fred L. Bookstein · 1989
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Paint by numbers: Abstract image representations
Paul Haeberli · 1990
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Pyramid-based texture analysis/synthesis
David J Heeger and James R Bergen · 1995
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Art and representation: New principles in the analysis of pictures
John Willats · 1997
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Painting by example
P.M. Hall · 1998
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Image analogies
Aaron Hertzmann, Charles E Jacobs, Nuria Oliver, Brian Curless, and David H Salesin · 2001
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Stylization and abstraction of photographs
Doug DeCarlo and Anthony Santella · 2002
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Cubist style rendering from photographs
John P Collomosse and Peter M Hall · 2003
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A survey of stroke-based rendering
Aaron Hertzmann · 2003
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A framework for multiperspective rendering
Jingyi Yu and Leonard McMillan · 2004
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Rtcams: A new perspective on nonphotorealistic rendering from photographs
Peter M Hall, John P Collomosse, Yi-Zhe Song, Peiyi Shen, and Chuan Li · 2007
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Multiscale texture synthesis
Charles Han, Eric Risser, Ravi Ramamoorthi, and Eitan Grinspun · 2008
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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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Arcimboldo-like collage using internet images
Hua Huang, Lei Zhang, and Hong-Chao Zhang · 2011
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba · 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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A neural algorithm of artistic style
L. A. Gatys, A. S. Ecker, and M. Bethge · 2015
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Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2015
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Semantic style transfer and turning two-bit doodles into fine artworks
Alex J. Champandard · 2016
Cited alongside, same era.
Towards deep style transfer: A content-aware perspective
Yi-Lei Chen and Chiou-Ting Hsu · 2016
Cited alongside, same era.
Image style transfer using convolutional neural networks
Leon A Gatys, Alexander S Ecker, and Matthias Bethge · 2016
Cited alongside, same era.
Perceptual losses for real-time style transfer and super-resolution
Justin Johnson, Alexandre Alahi, and Li Fei-Fei · 2016
Cited alongside, same era.
Understanding the effective receptive field in deep convolutional neural networks
Wenjie Luo, Yujia Li, Raquel Urtasun, and Richard Zemel · 2016
Cited alongside, same era.
Painting style transfer for head portraits using convolutional neural networks
Stereoscopic neural style transfer
Dongdong Chen, Lu Yuan, Jing Liao, Nenghai Yu, and Gang Hua · 2018
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Stroke controllable fast style transfer with adaptive receptive fields
Yongcheng Jing, Yang Liu, Yezhou Yang, Zunlei Feng, Yizhou Yu, Dacheng Tao, and Mingli Song · 2018
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Neural 3d mesh renderer
Hiroharu Kato, Yoshitaka Ushiku, and Tatsuya Harada · 2018
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Carigan: Caricature generation through weakly paired adversarial learning
Wenbin Li, Wei Xiong, Haofu Liao, Jing Huo, Yang Gao, and Jiebo Luo · 2018
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A closed-form solution to photorealistic image stylization
Y. Li, Ming-Yu Liu, Xueting Li, Ming-Hsuan Yang, and Jan Kautz · 2018
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The contextual loss for image transformation with non-aligned data
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Ahmed Selim, Mohamed Elgharib, and Linda Doyle · 2016
Cited alongside, same era.
Coherent online video style transfer
Dongdong Chen, Jing Liao, Lu Yuan, Nenghai Yu, and Gang Hua · 2017
Cited alongside, same era.
StyleBank: an explicit representation for neural image style transfer
Dongdong Chen, Lu Yuan, Jing Liao, Nenghai Yu, and Gang Hua · 2017
Cited alongside, same era.
Controlling perceptual factors in neural style transfer
Leon A Gatys, Alexander S Ecker, Matthias Bethge, Aaron Hertzmann, and Eli Shechtman · 2017
Cited alongside, same era.
Characterizing and improving stability in neural style transfer
A. Gupta, Justin Johnson, Alexandre Alahi, and Li Fei-Fei · 2017
Cited alongside, same era.
Real-time neural style transfer for videos
Haozhi Huang, Hao Wang, Wenhan Luo, Lin Ma, Wenhao Jiang, Xiaolong Zhu, Zhifeng Li, and Wei Liu · 2017
Cited alongside, same era.
Arbitrary style transfer in real-time with adaptive instance normalization
Xun Huang and Serge Belongie · 2017
Cited alongside, same era.
Roey Mechrez, Itamar Talmi, and Lihi Zelnik-Manor · 2018
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Artistic style transfer for videos and spherical images
Manuel Ruder, Alexey Dosovitskiy, and Thomas Brox · 2018
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Learning from multi-domain artistic images for arbitrary style transfer
Zheng Xu, Michael Wilber, Chen Fang, Aaron Hertzmann, and Hailin Jin · 2018
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Neural style transfer: A review
Y. Jing, Yezhou Yang, Zunlei Feng, Jingwen Ye, Yizhou Yu, and Mingli Song · 2019
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Style transfer by relaxed optimal transport and self-similarity
Nicholas Kolkin, Jason Salavon, and Gregory Shakhnarovich · 2019
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Content and style disentanglement for artistic style transfer
Dmytro Kotovenko, Artsiom Sanakoyeu, Sabine Lang, and Björn Ommer · 2019
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A content transformation block for image style transfer
Dmytro Kotovenko, Artsiom Sanakoyeu, Pingchuan Ma, Sabine Lang, and Björn Ommer · 2019
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Learning linear transformations for fast arbitrary style transfer
Xueting Li, Sifei Liu, Jan Kautz, and Ming-Hsuan Yang · 2019
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Warpgan: Automatic caricature generation
Yichun Shi, Debayan Deb, and Anil K Jain · 2019
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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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The face of art: Landmark detection and geometric style in portraits
Jordan Yaniv, Yael Newman, and Ariel Shamir · 2019
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Attention-aware multi-stroke style transfer
Yuan Yao, Jianqiang Ren, Xuansong Xie, Weidong Liu, Yong-Jin Liu, and Jun Wang · 2019
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Photorealistic style transfer via wavelet transforms
Jaejun Yoo, Youngjung Uh, Sanghyuk Chun, Byeongkyu Kang, and Jung-Woo Ha · 2019
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Unpaired photo-to-caricature translation on faces in the wild
Ziqiang Zheng, Wang Chao, Zhibin Yu, Nan Wang, Haiyong Zheng, and Bing Zheng · 2019
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