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The rapid progress in synthetic image generation and manipulation has now come to a point where it raises significant concerns for the implications towards society.
Video rewrite: Driving visual speech with audio
Christoph Bregler, Michele Covell, and Malcolm Slaney · 1997
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Poisson image editing
Patrick Pérez, Michel Gangnet, and Andrew Blake · 2003
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Exposing Digital Forgeries in Interlaced and Deinterlaced Video
Weihong Wang and Hany Farid · 2007
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Role of facial expressions in social interactions
Chris Frith · 2009
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Dlib-ml: A machine learning toolkit
Davis E. King · 2009
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A SIFT-based forensic method for copy-move attack detection and transformation recovery
Irene Amerini, Lamberto Ballan, Roberto Caldelli, Alberto Del Bimbo, and Giuseppe Serra · 2011
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Video face replacement
Kevin Dale, Kalyan Sunkavalli, Micah K. Johnson, Daniel Vlasic, Wojciech Matusik, and Hanspeter Pfister · 2011
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Identify computer generated characters by analysing facial expressions variation
Duc-Tien Dang-Nguyen, Giulia Boato, and Francesco De Natale · 2012
Earlier work this paper cites.
Rich Models for Steganalysis of Digital Images
Jessica Fridrich and Jan Kodovský · 2012
Earlier work this paper cites.
Local tampering detection in video sequences
Paolo Bestagini, Simone Milani, Marco Tagliasacchi, and Stefano Tubaro · 2013
Earlier work this paper cites.
Exposing digital image forgeries by illumination color classification
Tiago de Carvalho, Christian Riess, Elli Angelopoulou, Helio Pedrini, and Anderson Rocha · 2013
Earlier work this paper cites.
Digital Image Forensics — There is More to a Picture than Meets the Eye
Husrev T. Sencar and Nasir Memon · 2013
Earlier work this paper cites.
Physiologically-based detection of computer generated faces in video
Valentina Conotter, Ecaterina Bodnari, Giulia Boato, and Hany Farid · 2014
Earlier work this paper cites.
Image forgery detection through residual-based local descriptors and block-matching
Davide Cozzolino, Diego Gragnaniello, and Luisa Verdoliva · 2014
Earlier work this paper cites.
Automatic face reenactment
Pablo Garrido, Levi Valgaerts, Ole Rehmsen, Thorsten Thormaehlen, Patrick Pérez, and Christian Theobalt · 2014
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A video forensic technique for detection frame deletion and insertion
A. Gironi, Marco Fontani, Tiziano Bianchi, Alessandro Piva, and Mauro Barni · 2014
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Vdub: Modifying face video of actors for plausible visual alignment to a dubbed audio track
Pablo Garrido, Levi Valgaerts, Hamid Sarmadi, Ingmar Steiner, Kiran Varanasi, Patrick Pérez, and Christian Theobalt · 2015
Earlier work this paper cites.
Real-time expression transfer for facial reenactment
Justus Thies, Michael Zollhöfer, Matthias Nießner, Levi Valgaerts, Marc Stamminger, and Christian Theobalt · 2015
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Detecting image splicing in the wild (Web)
Markos Zampoglou, Symeon Papadopoulos, , and Yiannis Kompatsiaris · 2015
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YouTube-8m: A large-scale video classification benchmark
Sami Abu-El-Haija, Nisarg Kothari, Joonseok Lee, Paul Natsev, George Toderici, Balakrishnan Varadarajan, and Sudheendra Vijayanarasimhan · 2016
Earlier work this paper cites.
A deep learning approach to universal image manipulation detection using a new convolutional layer
Belhassen Bayar and Matthew C. Stamm · 2016
Earlier work this paper cites.
Illuminant-Based Transformed Spaces for Image Forensics
Tiago de Carvalho, Fabio A. Faria, Helio Pedrini, Ricardo da S. Torres, and Anderson Rocha · 2016
Earlier work this paper cites.
Photo Forensics
Hany Farid · 2016
Earlier work this paper cites.
Real-time single image and video super-resolution using an efficient sub-pixel convolutional neural network
Wenzhe Shi, Jose Caballero, Ferenc Huszár, Johannes Totz, Andrew P Aitken, Rob Bishop, Daniel Rueckert, and Zehan Wang · 2016
Cited alongside, same era.
Face2Face: Real-Time Face Capture and Reenactment of RGB Videos
Justus Thies, Michael Zollhöfer, Marc Stamminger, Christian Theobalt, and Matthias Nießner · 2016
Cited alongside, same era.
Joint face detection and alignment using multitask cascaded convolutional networks
Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, and Yu Qiao · 2016
Cited alongside, same era.
Face aging with conditional generative adversarial networks
Grigory Antipov, Moez Baccouche, and Jean-Luc Dugelay · 2017
Cited alongside, same era.
Bringing portraits to life
Hadar Averbuch-Elor, Daniel Cohen-Or, Johannes Kopf, and Michael F. Cohen · 2017
Cited alongside, same era.
Exploiting spatial structure for localizing manipulated image regions
Two-stream neural networks for tampered face detection
Peng Zhou, Xintong Han, Vlad I. Morariu, and Larry S. Davis · 2017
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https://github.com/deepfakes/faceswap
Deepfakes github · 2018
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https://github.com/MarekKowalski/FaceSwap/
Faceswap · 2018
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https://www.fakeapp.com/
Fakeapp · 2018
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Mesonet: a compact facial video forgery detection network
Darius Afchar, Vincent Nozick, Junichi Yamagishi, and Isao Echizen · 2018
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ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection
Davide Cozzolino, Justus Thies, Andreas Rössler, Christian Riess, Matthias Nießner, and Luisa Verdoliva · 2018
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Jawadul H. Bappy, Amit K. Roy-Chowdhury, Jason Bunk, Lakshmanan Nataraj, and B.S. Manjunath · 2017
Cited alongside, same era.
Tampering Detection and Localization through Clustering of Camera-Based CNN Features
Luca Bondi, Silvia Lameri, David Güera, Paolo Bestagini, Edward J. Delp, and Stefano Tubaro · 2017
Cited alongside, same era.
Xception: Deep Learning with Depthwise Separable Convolutions
Francois Chollet · 2017
Cited alongside, same era.
Recasting residual-based local descriptors as convolutional neural networks: an application to image forgery detection
Davide Cozzolino, Giovanni Poggi, and Luisa Verdoliva · 2017
Cited alongside, same era.
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes
Angela Dai, Angel X. Chang, Manolis Savva, Maciej Halber, Thomas Funkhouser, and Matthias Nießner · 2017
Cited alongside, same era.
Identification of Motion-Compensated Frame Rate Up-Conversion Based on Residual Signal
Xiangling Ding, Gaobo Yang, Ran Li, Lebing Zhang, Yue Li, and Xingming Sun · 2017
Cited alongside, same era.
Beyond face rotation: Global and local perception GAN for photorealistic and identity preserving frontal view synthesis
Rui Huang, Shu Zhang, Tianyu Li, and Ran He · 2017
Cited alongside, same era.
Later among the works it cites.
A PatchMatch-based Dense-field Algorithm for Video Copy-Move Detection and Localization
Luca D’Amiano, Davide Cozzolino, Giovanni Poggi, and Luisa Verdoliva · 2018
Later among the works it cites.
Deepfake video detection using recurrent neural networks
David Güera and Edward J. Delp · 2018
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Fighting fake news: Image splice detection via learned self-consistency
Minyoung Huh, Andrew Liu, Andrew Owens, and Alexei A. Efros · 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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Fake face detection methods: Can they be generalized?
Ali Khodabakhsh, Raghavendra Ramachandra, Kiran Raja, Pankaj Wasnik, and Christoph Busch · 2018
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Deep Video Portraits
Hyeongwoo Kim, Pablo Garrido, Ayush Tewari, Weipeng Xu, Justus Thies, Matthias Nießner, Patrick Pérez, Christian Richardt, Michael Zollhöfer, and Christian Theobalt · 2018
Later among the works it cites.
Deepfakes: a new threat to face recognition? assessment and detection
Pavel Korshunov and Sebastien Marcel · 2018
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In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking
Yuezun Li, Ming-Ching Chang, and Siwei Lyu · 2018
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Conditional cyclegan for attribute guided face image generation
Yongyi Lu, Yu-Wing Tai, and Chi-Keung Tang · 2018
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FaceForensics: A large-scale video dataset for forgery detection in human faces
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, and Matthias Nießner · 2018
Later among the works it cites.
FaceVR: Real-Time Gaze-Aware Facial Reenactment in Virtual Reality
Justus Thies, Michael Zollhöfer, Marc Stamminger, Christian Theobalt, and Matthias Nießner · 2018
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Headon: Real-time reenactment of human portrait videos
Justus Thies, Michael Zollhöfer, Christian Theobalt, Marc Stamminger, and Matthias Nießner · 2018
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Learning rich features for image manipulation detection
Peng Zhou, Xintong Han, Vlad I. Morariu, and Larry S. Davis · 2018
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State of the art on monocular 3d face reconstruction, tracking, and applications
Michael Zollhöfer, Justus Thies, Darek Bradley, Pablo Garrido, Thabo Beeler, Patrick Péerez, Marc Stamminger, Matthias Nießner, and Christian Theobalt · 2018
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Mfc datasets: Large-scale benchmark datasets for media forensic challenge evaluation
Haiying Guan, Mark Kozak, Eric Robertson, Yooyoung Lee, Amy N. Yates, Andrew Delgado, Daniel Zhou, Timothee Kheyrkhah, Jeff Smith, and Jonathan Fiscus · 2019
Closest in time.
Deferred neural rendering: Image synthesis using neural textures
Justus Thies, Michael Zollhöfer, and Matthias Nießner · 2019
Closest in time.