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Synthesizing face sketches from real photos and its inverse have many applications.
The ar face database, cvc
A. Martinez and R. Benavente · 1998
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The feret database and evaluation procedure for face-recognition algorithms
P. J. Phillips, H. Wechsler, J. Huang, and P. J. Rauss · 1998
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Xm2vtsdb: The extended m2vts database
K. Messer, J. Matas, J. Kittler, J. Luettin, and G. Maitre · 1999
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Face photo recognition using sketch
X. Tang and X. Wang · 2002
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Face sketch recognition
X. Tang and X. Wang · 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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A nonlinear approach for face sketch synthesis and recognition
Q. Liu, X. Tang, H. Jin, H. Lu, and S. Ma · 2005
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Face sketch synthesis algorithm based on e-hmm and selective ensemble
X. Gao, J. Zhong, J. Li, and C. Tian · 2008
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Face photo-sketch synthesis and recognition
X. Wang and X. Tang · 2009
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A new approach for face recognition by sketches in photos
B. Xiao, X. Gao, D. Tao, and X. Li · 2009
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Face sketch synthesis via sparse representation
L. Chang, M. Zhou, Y. Han, and X. Deng · 2010
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Matching forensic sketches to mug shot photos
B. Klare, Z. Li, and A. K. Jain · 2011
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Fsim: A feature similarity index for image quality assessment
L. Zhang, L. Zhang, X. Mou, and D. Zhang · 2011
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Coupled information-theoretic encoding for face photo-sketch recognition
W. Zhang, X. Wang, and X. Tang · 2011
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Face sketch–photo synthesis and retrieval using sparse representation
X. Gao, N. Wang, D. Tao, and X. Li · 2012
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Markov weight fields for face sketch synthesis
H. Zhou, Z. Kuang, and K.-Y. K. Wong · 2012
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Matching composite sketches to face photos: A component-based approach
H. Han, B. F. Klare, K. Bonnen, and A. K. Jain · 2013
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Auto-encoding variational bayes
D. P. Kingma and M. Welling · 2013
Cited alongside, same era.
Heterogeneous face recognition using kernel prototype similarities
B. F. Klare and A. K. Jain · 2013
Cited alongside, same era.
Heterogeneous image transformation
N. Wang, J. Li, D. Tao, X. Li, and X. Gao · 2013
Cited alongside, same era.
Transductive face sketch-photo synthesis
N. Wang, D. Tao, X. Gao, X. Li, and J. Li · 2013
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
Robust face sketch style synthesis
S. Zhang, X. Gao, N. Wang, and J. Li · 2016
Later among the works it cites.
Face synthesis from visual attributes via sketch using conditional vaes and gans
X. Di and V. M. Patel · 2017
Closest in time.
Gp-gan: Gender preserving gan for synthesizing faces from landmarks
X. Di, V. A. Sindagi, and V. M. Patel · 2017
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Composition-aided sketch-realistic portrait generation
F. Gao, S. Shi, J. Yu, and Q. Huang · 2017
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Superpixel-based face sketch–photo synthesis
C. Peng, X. Gao, N. Wang, and J. Li · 2017
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Cited alongside, same era.
Stochastic backpropagation and approximate inference in deep generative models
D. J. Rezende, S. Mohamed, and D. Wierstra · 2014
Cited alongside, same era.
A comprehensive survey to face hallucination
N. Wang, D. Tao, X. Gao, X. Li, and J. Li · 2014
Cited alongside, same era.
Piefa: Personalized incremental and ensemble face alignment
X. Peng, S. Zhang, Y. Yang, and D. N. Metaxas · 2015
Cited alongside, same era.
End-to-end photo-sketch generation via fully convolutional representation learning
L. Zhang, L. Lin, X. Wu, S. Ding, and L. Zhang · 2015
Cited alongside, same era.
Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 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.
P. Perera, M. Abavisani, and V. M. Patel · 2017
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Generating high-quality crowd density maps using contextual pyramid cnns
V. A. Sindagi and V. M. Patel · 2017
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Bayesian face sketch synthesis
N. Wang, X. Gao, L. Sun, and J. Li · 2017
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Unsupervised creation of parameterized avatars
L. Wolf, Y. Taigman, and A. Polyak · 2017
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Dualgan: Unsupervised dual learning for image-to-image translation
Z. Yi, H. Zhang, P. T. Gong, et al · 2017
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Image de-raining using a conditional generative adversarial network
H. Zhang, V. Sindagi, and V. M. Patel · 2017
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Joint transmission map estimation and dehazing using deep networks
H. Zhang, V. Sindagi, and V. M. Patel · 2017
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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 · 2017
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Photo-to-caricature translation on faces in the wild
Z. Zheng, H. Zheng, Z. Yu, Z. Gu, and B. Zheng · 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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Face sketch synthesis with style transfer using pyramid column feature
C. Chen, X. Tax, and K. Wong · 2018
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