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Face de-identification has become increasingly important as the image sources are explosively growing and easily accessible.
k-anonymity: A model for protecting privacy
L. Sweeney · 2002
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Active appearance models revisited
I. Matthews and S. Baker · 2004
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Image quality assessment: from error visibility to structural similarity
Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli · 2004
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Learning a similarity metric discriminatively, with application to face verification
S. Chopra, R. Hadsell, and Y. LeCun · 2005
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Integrating utility into face de-identification
R. Gross, E. Airoldi, B. Malin, and L. Sweeney · 2005
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Preserving privacy by de-identifying face images
E. Newton, L. Sweeney, and B. Malin · 2005
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Model-based face de-identification
R. Gross, L. Sweeney, F. de la Torre, and S. Baker · 2006
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Dimensionality reduction by learning an invariant mapping
R. Hadsell, S. Chopra, and Y. LeCun · 2006
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Morph: A longitudinal image database of normal adult age-progression
K. Ricanek and T. Tesafaye · 2006
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Tools for protecting the privacy of specific individuals in video
D. Chen, Y. Chang, R. Yan, and J. Yang · 2007
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Privacy preserving crowd monitoring: Counting people without people models or tracking
A. B. Chan, Z.-S. J. Liang, and N. Vasconcelos · 2008
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Semi-supervised learning of multi-factor models for face de-identification
R. Gross, L. Sweeney, F. de la Torre, and S. Baker · 2008
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Large-scale privacy protection in google street view
A. Frome, G. Cheung, A. Abdulkader, M. Zennaro, B. Wu, A. Bissacco, H. Adam, H. Neven, and L. Vincent · 2009
Cited alongside, same era.
Face de-identification
R. Gross, L. Sweeney, J. Cohn, F. de la Torre, and S. Baker · 2009
Cited alongside, same era.
Protecting Privacy in Video Surveillance
A. Senior · 2009
Cited alongside, same era.
‘has this person been encountered before?’ modeling an anonymous identification system
B. DeCann and A. Ross · 2012
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M. Lin, Q. Chen, and S. Yan · 2013
Cited alongside, same era.
Garp-face: Balancing privacy protection and utility preservation in face de-identification
L. Du, M. Yi, E. Blasch, and H. Ling · 2014
Attribute preserved face de-identification
A. Jourabloo, X. Yin, and X. Liu · 2015
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Deep face recognition
O. M. Parkhi, A. Vedaldi, and A. Zisserman · 2015
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U-net: Convolutional networks for biomedical image segmentation
O. Ronneberger, P. Fischer, and T. Brox · 2015
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Facenet: A unified embedding for face recognition and clustering
F. Schroff, D. Kalenichenko, and J. Philbin · 2015
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A light cnn for deep face representation with noisy labels
X. Wu, R. He, Z. Sun, and T. Tan · 2015
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Image-to-image translation with conditional adversarial networks
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Cited alongside, same era.
Generative adversarial nets
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio · 2014
Cited alongside, same era.
Adam: A method for stochastic optimization
D. Kingma and J. Ba · 2014
Cited alongside, same era.
Conditional generative adversarial nets
M. Mirza and S. Osindero · 2014
Cited alongside, same era.
Deep learning face representation by joint identification-verification
Y. Sun, Y. Chen, X. Wang, and X. Tang · 2014
Cited alongside, same era.
Batch normalization: Accelerating deep network training by reducing internal covariate shift
S. Ioffe and C. Szegedy · 2015
Cited alongside, same era.
Secure remote matching with privacy: Scrambled support vector vaulted verification (s
M. J. Wilber and T. E. Boult
Cited in the paper.
P. Isola, J.-Y. Zhu, T. Zhou, and A. A. Efros · 2016
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De-identification for privacy protection in multimedia content: A survey
S. Ribaric, A. Ariyaeeiniaand, and N. Pavesic · 2016
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Joint face detection and alignment using multitask cascaded convolutional networks
K. Zhang, Z. Zhang, Z. Li, and Y. Qiao · 2016
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I know that person: Generative full body and face de-identification of people in images
K. Brkic, I. Sikiric, T. Hrkac, and Z. Kalafatic · 2017
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Face deidentification with generative deep neural networks
B. Meden, R. Mallı, S. Fabijan, H. Ekenel, V. Struc, and P. Peer · 2017
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Unpaired image-to-image translation using cycle-consistent adversarial networks
J.-Y. Zhu, T. Park, P. Isola, and A. A. Efros · 2017
Later among the works it cites.