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Watermarking images is critical for tracking image provenance and proving ownership.
The non-central
PB Patnaik · 1949
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Electronic watermark
Anatol Z Tirkel, GA Rankin, RM Van Schyndel, WJ Ho, NRA Mee, and Charles F Osborne · 1993
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Techniques for data hiding
Walter Bender, Daniel Gruhl, Norishige Morimoto, and Anthony Lu · 1996
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Image watermarking using dct domain constraints
Adrian G Bors and Ioannis Pitas · 1996
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A watermark for digital images
Raymond B Wolfgang and Edward J Delp · 1996
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Can invisible watermarks resolve rightful ownerships?
Scott A Craver, Nasir D Memon, Boon-Lock Yeo, and Minerva M Yeung · 1997
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Collusion-secure fingerprinting for digital data
Dan Boneh and James Shaw · 1998
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Digital watermarking using multiresolution wavelet decomposition
Deepa Kundur and Dimitrios Hatzinakos · 1998
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Wavelet transform based watermark for digital images
Xiang-Gen Xia, Charles G Boncelet, and Gonzalo R Arce · 1998
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Copy protection for dvd video
Jeffrey A Bloom, Ingemar J Cox, Ton Kalker, J-PMG Linnartz, Matthew L Miller, and C Brendan S Traw · 1999
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Circularly symmetric watermark embedding in 2-d dft domain
Vassilios Solachidis and Loannis Pitas · 2001
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Image quality assessment: from error visibility to structural similarity
Zhou Wang, Alan C Bovik, Hamid R Sheikh, and Eero P Simoncelli · 2004
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Digital watermarking and steganography
Ingemar Cox, Matthew Miller, Jeffrey Bloom, Jessica Fridrich, and Ton Kalker · 2007
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Image denoising by sparse 3-d transform-domain collaborative filtering
Kostadin Dabov, Alessandro Foi, Vladimir Katkovnik, and Karen Egiazarian · 2007
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A constructive and unifying framework for zero-bit watermarking
Teddy Furon · 2007
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Wiki art gallery, inc.: A case for critical thinking
Fred Phillips and Brandy Mackintosh · 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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Perceptual dft watermarking with improved detection and robustness to geometrical distortions
Matthieu Urvoy, Dalila Goudia, and Florent Autrusseau · 2014
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Deep unsupervised learning using nonequilibrium thermodynamics
Jascha Sohl-Dickstein, Eric Weiss, Niru Maheswaranathan, and Surya Ganguli · 2015
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Loss functions for image restoration with neural networks
Hang Zhao, Orazio Gallo, Iuri Frosio, and Jan Kautz · 2016
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Beyond a gaussian denoiser: Residual learning of deep cnn for image denoising
Kai Zhang, Wangmeng Zuo, Yunjin Chen, Deyu Meng, and Lei Zhang · 2017
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Variational image compression with a scale hyperprior
Johannes Ballé, David Minnen, Saurabh Singh, Sung Jin Hwang, and Nick Johnston · 2018
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Diffusion models beat gans on image synthesis
Prafulla Dhariwal and Alexander Nichol · 2021
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Watermarking images in self-supervised latent spaces
Pierre Fernandez, Alexandre Sablayrolles, Teddy Furon, Hervé Jégou, and Matthijs Douze · 2022
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Towards blind watermarking: Combining invertible and non-invertible mechanisms
Rui Ma, Mengxi Guo, Yi Hou, Fan Yang, Yuan Li, Huizhu Jia, and Xiaodong Xie · 2022
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Hierarchical text-conditional image generation with clip latents
Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, Casey Chu, and Mark Chen · 2022
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High-resolution image synthesis with latent diffusion models
Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer · 2022
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The unreasonable effectiveness of deep features as a perceptual metric
Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang · 2018
Cited alongside, same era.
Hidden: Hiding data with deep networks
Jiren Zhu, Russell Kaplan, Justin Johnson, and Li Fei-Fei · 2018
Cited alongside, same era.
Attacking image watermarking and steganography-a survey
Osama Hosam · 2019
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Steganogan: High capacity image steganography with gans
Kevin Alex Zhang, Alfredo Cuesta-Infante, Lei Xu, and Kalyan Veeramachaneni · 2019
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Robust invisible video watermarking with attention
Kevin Alex Zhang, Lei Xu, Alfredo Cuesta-Infante, and Kalyan Veeramachaneni · 2019
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Lsb based steganography with ocr: an intelligent amalgamation
Agneet Chatterjee, Sudipta Kumar Ghosal, and Ram Sarkar · 2020
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Learned image compression with discretized gaussian mixture likelihoods and attention modules
Zhengxue Cheng, Heming Sun, Masaru Takeuchi, and Jiro Katto · 2020
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Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily L Denton, Kamyar Ghasemipour, Raphael Gontijo Lopes, Burcu Karagol Ayan, Tim Salimans, et al · 2022
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A comprehensive survey on robust image watermarking
Wenbo Wan, Jun Wang, Yunming Zhang, Jing Li, Hui Yu, and Jiande Sun · 2022
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Diffusiondb: A large-scale prompt gallery dataset for text-to-image generative models
Zijie J Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover, and Duen Horng Chau · 2022
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Diffusionshield: A watermark for copyright protection against generative diffusion models
Yingqian Cui, Jie Ren, Han Xu, Pengfei He, Hui Liu, Lichao Sun, and Jiliang Tang · 2023
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The stable signature: Rooting watermarks in latent diffusion models
Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, and Teddy Furon · 2023
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Arwgan: Attention-guided robust image watermarking model based on gan
Jiangtao Huang, Ting Luo, Li Li, Gaobo Yang, Haiyong Xu, and Chin-Chen Chang · 2023
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How to detect unauthorized data usages in text-to-image diffusion models
Zhenting Wang, Chen Chen, Yuchen Liu, Lingjuan Lyu, Dimitris Metaxas, and Shiqing Ma · 2023
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Tree-rings watermarks: Invisible fingerprints for diffusion images
Yuxin Wen, John Kirchenbauer, Jonas Geiping, and Tom Goldstein · 2023
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Securing deep generative models with universal adversarial signature
Yu Zeng, Mo Zhou, Yuan Xue, and Vishal M Patel · 2023
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Generative autoencoders as watermark attackers: Analyses of vulnerabilities and threats
Xuandong Zhao, Kexun Zhang, Yu-Xiang Wang, and Lei Li · 2023
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A recipe for watermarking diffusion models
Yunqing Zhao, Tianyu Pang, Chao Du, Xiao Yang, Ngai-Man Cheung, and Min Lin · 2023
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Waves: Benchmarking the robustness of image watermarks
Bang An, Mucong Ding, Tahseen Rabbani, Aakriti Agrawal, Yuancheng Xu, Chenghao Deng, Sicheng Zhu, Abdirisak Mohamed, Yuxin Wen, Tom Goldstein, et al · 2024
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