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In this work, we propose a novel two-stage framework, called FaceShifter, for high fidelity and occlusion aware face swapping.
A morphable model for the synthesis of 3d faces
Volker Blanz, Thomas Vetter, et al · 1999
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Exchanging faces in images
Volker Blanz, Kristina Scherbaum, Thomas Vetter, and Hans-Peter Seidel · 2004
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Face swapping: automatically replacing faces in photographs
Dmitri Bitouk, Neeraj Kumar, Samreen Dhillon, Peter Belhumeur, and Shree K Nayar · 2008
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Facial image composition based on active appearance model
Hong-Xia Wang, Chunhong Pan, Haifeng Gong, and Huai-Yu Wu · 2008
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3d-model-based face replacement in video
Yi-Ting Cheng, Virginia Tzeng, Yu Liang, Chuan-Chang Wang, Bing-Yu Chen, Yung-Yu Chuang, and Ming Ouhyoung · 2009
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Visual cryptography for biometric privacy
Arun Ross and Asem Othman · 2010
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Learning to recognize objects in egocentric activities
Alireza Fathi, Xiaofeng Ren, and James M Rehg · 2011
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Face swapping under large pose variations: A 3d model based approach
Yuan Lin, Shengjin Wang, Qian Lin, and Feng Tang · 2012
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Learning to predict gaze in egocentric video
Yin Li, Alireza Fathi, and James M Rehg · 2013
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Joint cascade face detection and alignment
Dong Chen, Shaoqing Ren, Yichen Wei, Xudong Cao, and Jian Sun · 2014
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
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Lending a hand: Detecting hands and recognizing activities in complex egocentric interactions
Sven Bambach, Stefan Lee, David J Crandall, and Chen Yu · 2015
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Shapenet: An information-rich 3d model repository
Angel X Chang, Thomas Funkhouser, Leonidas Guibas, Pat Hanrahan, Qixing Huang, Zimo Li, Silvio Savarese, Manolis Savva, Shuran Song, Hao Su, et al · 2015
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Batch normalization: Accelerating deep network training by reducing internal covariate shift
Sergey Ioffe and Christian Szegedy · 2015
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Delving into egocentric actions
Yin Li, Zhefan Ye, and James M Rehg · 2015
Cited alongside, same era.
Deep face recognition
Omkar M Parkhi, Andrea Vedaldi, Andrew Zisserman, et al · 2015
Cited alongside, same era.
Real-time expression transfer for facial reenactment
Justus Thies, Michael Zollhöfer, Matthias Nießner, Levi Valgaerts, Marc Stamminger, and Christian Theobalt · 2015
Cited alongside, same era.
A learned representation for artistic style
Vincent Dumoulin, Jonathon Shlens, and Manjunath Kudlur · 2016
Cited alongside, same era.
Face2face: Real-time face capture and reenactment of rgb videos
Justus Thies, Michael Zollhofer, Marc Stamminger, Christian Theobalt, and Matthias Nießner · 2016
Cited alongside, same era.
Cvae-gan: fine-grained image generation through asymmetric training
Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, and Gang Hua · 2017
Fsnet: An identity-aware generative model for image-based face swapping
Ryota Natsume, Tatsuya Yatagawa, and Shigeo Morishima · 2018
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Rsgan: face swapping and editing using face and hair representation in latent spaces
Ryota Natsume, Tatsuya Yatagawa, and Shigeo Morishima · 2018
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On face segmentation, face swapping, and face perception
Yuval Nirkin, Iacopo Masi, Anh Tran Tuan, Tal Hassner, and Gerard Medioni · 2018
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Fine-grained head pose estimation without keypoints
Nataniel Ruiz, Eunji Chong, and James M Rehg · 2018
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Cosface: Large margin cosine loss for deep face recognition
Hao Wang, Yitong Wang, Zheng Zhou, Xing Ji, Dihong Gong, Jingchao Zhou, Zhifeng Li, and Wei Liu · 2018
Later among the works it cites.
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Cited alongside, same era.
Arbitrary style transfer in real-time with adaptive instance normalization
Xun Huang and Serge Belongie · 2017
Cited alongside, same era.
Progressive growing of gans for improved quality, stability, and variation
Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen · 2017
Cited alongside, same era.
Fast face-swap using convolutional neural networks
Iryna Korshunova, Wenzhe Shi, Joni Dambre, and Lucas Theis · 2017
Cited alongside, same era.
Fast face-swap using convolutional neural networks
Iryna Korshunova, Wenzhe Shi, Joni Dambre, and Lucas Theis · 2017
Cited alongside, same era.
Realistic dynamic facial textures from a single image using gans
Kyle Olszewski, Zimo Li, Chao Yang, Yi Zhou, Ronald Yu, Zeng Huang, Sitao Xiang, Shunsuke Saito, Pushmeet Kohli, and Hao Li · 2017
Cited alongside, same era.
Towards open-set identity preserving face synthesis
Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, and Gang Hua · 2018
Cited alongside, same era.
DeepFakes · 2019
Closest in time.
https://github.com/ondyari/FaceForensics/tree/master/dataset/FaceSwapKowalski
FaceSwap · 2019
Closest in time.
Joint face detection and facial motion retargeting for multiple faces
Bindita Chaudhuri, Noranart Vesdapunt, and Baoyuan Wang · 2019
Closest in time.
Arcface: Additive angular margin loss for deep face recognition
Jiankang Deng, Jia Guo, Niannan Xue, and Stefanos Zafeiriou · 2019
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A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
Closest in time.
Fsgan: Subject agnostic face swapping and reenactment
Yuval Nirkin, Yosi Keller, and Tal Hassner · 2019
Closest in time.
Semantic image synthesis with spatially-adaptive normalization
Taesung Park, Ming-Yu Liu, Ting-Chun Wang, and Jun-Yan Zhu · 2019
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Faceforensics++: Learning to detect manipulated facial images
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, and Matthias Nießner · 2019
Closest in time.
Deferred neural rendering: Image synthesis using neural textures
Justus Thies, Michael Zollhöfer, and Matthias Nießner · 2019
Closest in time.