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Deep generative models learned through adversarial training have become increasingly popular for their ability to generate naturalistic image textures.
Active shape models-their training and application
T. Cootes, C. Taylor, D. Cooper, and J. Graham · 1995
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Interpreting face images using active appearance models
G. J. Edwards, C. J. Taylor, and T. F. Cootes · 1998
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Active appearance models
T. F. Cootes, G. J. Edwards, and C. J. Taylor · 2001
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Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
T. Ojala, M. Pietikainen, and T. Maenpaa · 2002
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Distinctive image features from scale-invariant keypoints
D. Lowe · 2004
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Active appearance models revisited
I. Matthews and S. Baker · 2004
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Histograms of oriented gradients for human detection
N. Dalal and B. Triggs · 2005
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Statistical Models of Shape: Optimisation and Evaluation
R. Davies, C. Twining, and C. Taylor · 2008
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Multi-pie
R. Gross, I. Matthews, J. Cohn, T. Kanade, and S. Baker · 2010
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Localizing parts of faces using a consensus of exemplars
P. N. Belhumeur, D. W. Jacobs, D. J. Kriegman, and N. Kumar · 2011
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Subspace learning from image gradient orientations
G. Tzimiropoulos, S. Zafeiriou, and M. Pantic · 2012
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Face detection, pose estimation, and landmark localization in the wild
X. Zhu and D. Ramanan · 2012
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Exemplar-based graph matching for robust facial landmark localization
J. B. F. Zhou and Z. Lin · 2013
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300 faces in-the-wild challenge: The first facial landmark localization challenge
C. Sagonas, G. Tzimiropoulos, S. Zafeiriou, and M. Pantic · 2013
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A semi-automatic methodology for facial landmark annotation
C. Sagonas, G. Tzimiropoulos, S. Zafeiriou, and M. Pantic · 2013
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Generative adversarial nets
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio · 2014
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Adam: A method for stochastic optimization
D. P. Kingma and J. Ba · 2014
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Fast newton active appearance models
J. Kossaifi, G. Tzimiropoulos, and M. Pantic · 2014
Cited alongside, same era.
Conditional generative adversarial nets
M. Mirza and S. Osindero · 2014
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Gauss-newton deformable part models for face alignment in-the-wild
G. Tzimiropoulos and M. Pantic · 2014
Cited alongside, same era.
Feature-based lucas-kanade and active appearance models
E. Antonakos, J. Alabort-i-Medina, G. Tzimiropoulos, and S. Zafeiriou · 2015
Cited alongside, same era.
Fast and exact bi-directional fitting of active appearance models
J. Kossaifi, G. Tzimiropoulos, and M. Pantic · 2015
Cited alongside, same era.
Deep learning face attributes in the wild
Z. Liu, P. Luo, X. Wang, and X. Tang · 2015
300 faces in-the-wild challenge: Database and results
C. Sagonas, E. Antonakos, G. Tzimiropoulos, S. Zafeiriou, and M. Pantic · 2016
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Robust statistical frontalization of human and animal faces
C. Sagonas, Y. Panagakis, S. Zafeiriou, and M. Pantic · 2016
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Improved techniques for training gans
T. Salimans, I. Goodfellow, W. Zaremba, V. Cheung, A. Radford, and X. Chen · 2016
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Fast algorithms for fitting active appearance models to unconstrained images
G. Tzimiropoulos and M. Pantic · 2016
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Stackgan: Text to photo-realistic image synthesis with stacked generative adversarial networks
H. Zhang, T. Xu, H. Li, S. Zhang, X. Huang, X. Wang, and D. Metaxas · 2016
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Cited alongside, same era.
Unsupervised representation learning with deep convolutional generative adversarial networks
A. Radford, L. Metz, and S. Chintala · 2015
Cited alongside, same era.
Robust statistical face frontalization
C. Sagonas, Y. Panagakis, S. Zafeiriou, and M. Pantic · 2015
Cited alongside, same era.
The first facial landmark tracking in-the-wild challenge: Benchmark and results
J. Shen, S. Zafeiriou, G. Chrysos, J. Kossaifi, G. Tzimiropoulos, and M. Pantic · 2015
Cited alongside, same era.
Infogan: Interpretable representation learning by information maximizing generative adversarial nets
X. Chen, Y. Duan, R. Houthooft, J. Schulman, I. Sutskever, and P. Abbeel · 2016
Cited alongside, same era.
Image-to-image translation with conditional adversarial networks
P. Isola, J.-Y. Zhu, T. Zhou, and A. A. Efros · 2016
Cited alongside, same era.
Perceptual losses for real-time style transfer and super-resolution
J. Johnson, A. Alahi, and L. Fei-Fei · 2016
Cited alongside, same era.
J. Zhao, M. Mathieu, and Y. LeCun · 2016
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M. Arjovsky, S. Chintala, and L. Bottou · 2017
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Began: Boundary equilibrium generative adversarial networks
D. Berthelot, T. Schumm, and L. Metz · 2017
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How far are we from solving the 2d & 3d face alignment problem? (and a dataset of 230,000 3d facial landmarks)
A. Bulat and G. Tzimiropoulos · 2017
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Semantically decomposing the latent spaces of generative adversarial networks
C. Donahue, Z. C. Lipton, A. Balsubramani, and J. McAuley · 2017
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Fast and exact newton and bidirectional fitting of active appearance models
J. Kossaifi, G. Tzimiropoulos, and M. Pantic · 2017
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Afew-va database for valence and arousal estimation in-the-wild
J. Kossaifi, G. Tzimiropoulos, S. Todorovic, and M. Pantic · 2017
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Disentangled representation learning gan for pose-invariant face recognition
L. Tran, X. Yin, and X. Liu · 2017
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Fast algorithms for fitting active appearance models to unconstrained images
G. Tzimiropoulos and M. Pantic · 2017
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Tag disentangled generative adversarial networks for object image re-rendering
C. Wang, C. Wang, C. Xu, and D. Tao · 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
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