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Virtual try-on system under arbitrary human poses has huge application potential, yet raises quite a lot of challenges, e.g.
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Generative adversarial nets
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Improved techniques for training gans
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Realtime multi-person 2d pose estimation using part affinity fields
Z. Cao, T. Simon, S.-E. Wei, and Y. Sheikh · 2017
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Look into person: Self-supervised structure-sensitive learning and a new benchmark for human parsing
K. Gong, X. Liang, X. Shen, and L. Lin · 2017
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Image-to-image translation with conditional adversarial networks
P. Isola, J.-Y. Zhu, T. Zhou, and A. A. Efros · 2017
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The conditional analogy gan: Swapping fashion articles on people images
N. Jetchev and U. Bergmann · 2017
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Learning to discover cross-domain relations with generative adversarial networks
T. Kim, M. Cha, H. Kim, J. Lee, and J. Kim · 2017
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A generative model of people in clothing
Dualgan: Unsupervised dual learning for image-to-image translation
Z. Yi, H. Zhang, P. Tan, and M. Gong · 2017
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Detailed, accurate, human shape estimation from clothed 3d scan sequences
C. Zhang, S. Pujades, M. J. Black, and G. Pons-Moll · 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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Be your own prada: Fashion synthesis with structural coherence
S. Zhu, S. Fidler, R. Urtasun, D. Lin, and C. C. Loy · 2017
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Synthesizing images of humans in unseen poses
G. Balakrishnan, A. Zhao, A. V. Dalca, F. Durand, and J. Guttag · 2018
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A variational u-net for conditional appearance and shape generation
P. Esser, E. Sutter, and B. Ommer · 2018
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C. Lassner, G. Pons-Moll, and P. V. Gehler · 2017
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Photo-realistic single image super-resolution using a generative adversarial network
C. Ledig, L. Theis, F. Huszár, J. Caballero, A. Cunningham, A. Acosta, A. Aitken, A. Tejani, J. Totz, Z. Wang, et al · 2017
Cited alongside, same era.
Pose guided person image generation
L. Ma, X. Jia, Q. Sun, B. Schiele, T. Tuytelaars, and L. Van Gool · 2017
Cited alongside, same era.
Clothcap: Seamless 4d clothing capture and retargeting
G. Pons-Moll, S. Pujades, S. Hu, and M. J. Black · 2017
Cited alongside, same era.
Convolutional neural network architecture for geometric matching
I. Rocco, R. Arandjelović, and J. Sivic · 2017
Cited alongside, same era.
Deformable gans for pose-based human image generation
A. Siarohin, E. Sangineto, S. Lathuiliere, and N. Sebe · 2017
Cited alongside, same era.
Skeleton-aided articulated motion generation
Y. Yan, J. Xu, B. Ni, W. Zhang, and X. Yang · 2017
Cited alongside, same era.
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Viton: An image-based virtual try-on network
X. Han, Z. Wu, Z. Wu, R. Yu, and L. S. Davis · 2018
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Deepwrinkles: Accurate and realistic clothing modeling
Z. Laehner, D. Cremers, and T. Tung · 2018
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Disentangled person image generation
L. Ma, Q. Sun, S. Georgoulis, L. Van Gool, B. Schiele, and M. Fritz · 2018
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Unsupervised person image synthesis in arbitrary poses
A. Pumarola, A. Agudo, A. Sanfeliu, and F. Moreno-Noguer · 2018
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Toward characteristic-preserving image-based virtual try-on network
B. Wang, H. Zhang, X. Liang, Y. Chen, and L. Lin · 2018
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High-resolution image synthesis and semantic manipulation with conditional gans
T.-C. Wang, M.-Y. Liu, J.-Y. Zhu, A. Tao, J. Kautz, and B. Catanzaro · 2018
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