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We propose a new approach to human clothing modeling based on point clouds.
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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OpenDR: An approximate differentiable renderer
M. M. Loper and M. J. Black · 2014
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SMPL: A skinned multi-person linear model
M. Loper, N. Mahmood, J. Romero, G. Pons-Moll, and M. J. Black · 2015
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SMPL: A skinned multi-person linear model
M. Loper, N. Mahmood, J. Romero, G. Pons-Moll, and M. J. Black · 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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Keep it SMPL: automatic estimation of 3d human pose and shape from a single image
F. Bogo, A. Kanazawa, C. Lassner, P. V. Gehler, J. Romero, and M. J. Black · 2016
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Perceptual losses for real-time style transfer and super-resolution
J. Johnson, A. Alahi, and L. Fei-Fei · 2016
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Arbitrary style transfer in real-time with adaptive instance normalization
X. Huang and S. Belongie · 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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Adam: A method for stochastic optimization, 2017
D. P. Kingma and J. Ba · 2017
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ClothCap: Seamless 4D Clothing Capture and Retargeting
G. Pons-Moll, S. Pujades, S. Hu, and M. Black · 2017
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PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
C. R. Qi, H. Su, K. Mo, and L. J. Guibas · 2017
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Video based reconstruction of 3d people models
T. Alldieck, M. Magnor, W. Xu, C. Theobalt, and G. Pons-Moll · 2018
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Densepose: Dense human pose estimation in the wild
R. A. Güler, N. Neverova, and I. Kokkinos · 2018
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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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End-to-end recovery of human shape and pose
A. Kanazawa, M. J. Black, D. W. Jacobs, and J. Malik · 2018
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DeepWrinkles: Accurate and Realistic Clothing Modeling
Z. Laehner, D. Cremers, and T. Tung · 2018
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Swapnet: Image based garment transfer
A. Raj, P. Sangkloy, H. Chang, J. Hays, D. Ceylan, and J. Lu · 2018
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BodyNet: Volumetric inference of 3D human body shapes
G. Varol, D. Ceylan, B. Russell, J. Yang, E. Yumer, I. Laptev, and C. Schmid · 2018
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Toward characteristic-preserving image-based virtual try-on network
B. Wang, H. Zheng, X. Liang, Y. Chen, L. Lin, and M. Yang · 2018
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The unreasonable effectiveness of deep features as a perceptual metric, 2018
R. Zhang, P. Isola, A. A. Efros, E. Shechtman, and O. Wang · 2018
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Learning to reconstruct people in clothing from a single rgb camera
T. Alldieck, M. Magnor, B. L. Bhatnagar, C. Theobalt, and G. Pons-Moll · 2019
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Tex2shape: Detailed full human body geometry from a single image
T. Alldieck, G. Pons-Moll, C. Theobalt, and M. Magnor · 2019
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Powering virtual try-on via auxiliary human segmentation learning
K. Ayush, S. Jandial, A. Chopra, and B. Krishnamurthy · 2019
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Multi-garment net: Learning to dress 3d people from images
B. L. Bhatnagar, G. Tiwari, C. Theobalt, and G. Pons-Moll · 2019
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Optimizing the latent space of generative networks
P. Bojanowski, A. Joulin, D. Lopez-Paz, and A. Szlam · 2019
Cited alongside, same era.
OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields
Z. Cao, G. Hidalgo, T. Simon, S.-E. Wei, and Y. Sheikh · 2019
Cited alongside, same era.
Moulding humans: Non-parametric 3d human shape estimation from single images
V. Gabeur, J.-S. Franco, X. Martin, C. Schmid, and G. Rogez · 2019
Do not mask what you do not need to mask: a parser-free virtual try-on
T. Issenhuth, J. Mary, and C. Calauzènes · 2020
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Bcnet: Learning body and cloth shape from a single image, 2020
B. Jiang, J. Zhang, Y. Hong, J. Luo, L. Liu, and H. Bao · 2020
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Analyzing and improving the image quality of stylegan
T. Karras, S. Laine, M. Aittala, J. Hellsten, J. Lehtinen, and T. Aila · 2020
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Modular primitives for high-performance differentiable rendering
S. Laine, J. Hellsten, T. Karras, Y. Seol, J. Lehtinen, and T. Aila · 2020
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Learning to Dress 3D People in Generative Clothing
Q. Ma, J. Yang, A. Ranjan, S. Pujades, G. Pons-Moll, S. Tang, and M. J. Black · 2020
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Cloth-vton: Clothing three-dimensional reconstruction for hybrid image-based virtual try-on
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Cited alongside, same era.
Graphonomy: Universal human parsing via graph transfer learning
K. Gong, Y. Gao, X. Liang, X. Shen, M. Wang, and L. Lin · 2019
Cited alongside, same era.
Garnet: A two-stream network for fast and accurate 3d cloth draping
E. Gundogdu, V. Constantin, A. Seifoddini, M. Dang, M. Salzmann, and P. Fua · 2019
Cited alongside, same era.
Fashion++: Minimal edits for outfit improvement
W.-L. Hsiao, I. Katsman, C.-Y. Wu, D. Parikh, and K. Grauman · 2019
Cited alongside, same era.
La-viton: A network for looking-attractive virtual try-on
H. Jae Lee, R. Lee, M. Kang, M. Cho, and G. Park · 2019
Cited alongside, same era.
A Style-Based Generator Architecture for Generative Adversarial Networks
T. Karras, S. Laine, and T. Aila · 2019
Cited alongside, same era.
Morphing and sampling network for dense point cloud completion
M. Liu, L. Sheng, S. Yang, J. Shao, and S.-M. Hu · 2019
Cited alongside, same era.
M. R. Minar and H. Ahn · 2020
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Cp-vton+: Clothing shape and texture preserving image-based virtual try-on
M. R. Minar, T. T. Tuan, H. Ahn, P. Rosin, and Y.-K. Lai · 2020
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Learning to transfer texture from clothing images to 3d humans
A. Mir, T. Alldieck, and G. Pons-Moll · 2020
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Image based virtual try-on network from unpaired data
A. Neuberger, E. Borenstein, B. Hilleli, E. Oks, and S. Alpert · 2020
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Tailornet: Predicting clothing in 3d as a function of human pose, shape and garment style
C. Patel, Z. Liao, and G. Pons-Moll · 2020
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Accelerating 3d deep learning with pytorch3d
N. Ravi, J. Reizenstein, D. Novotny, T. Gordon, W.-Y. Lo, J. Johnson, and G. Gkioxari · 2020
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Pifuhd: Multi-level pixel-aligned implicit function for high-resolution 3d human digitization
S. Saito, T. Simon, J. Saragih, and H. Joo · 2020
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Gan-based garment generation using sewing pattern images
Y. Shen, J. Liang, and M. C. Lin · 2020
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SynSin: End-to-end view synthesis from a single image
O. Wiles, G. Gkioxari, R. Szeliski, and J. Johnson · 2020
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Monoclothcap: Towards temporally coherent clothing capture from monocular rgb video
D. Xiang, F. Prada, C. Wu, and J. Hodgins · 2020
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Towards photo-realistic virtual try-on by adaptively generating
H. Yang, R. Zhang, X. Guo, W. Liu, W. Zuo, and P. Luo · 2020
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StylePeople: A Generative Model of Fullbody Human Avatars
K. Iskakov, A. Grigorev, A. Ianina, R. Bashirov, I. Zakharkin, A. Vakhitov, and V. Lempitsky · 2021
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Vogue: Try-on by stylegan interpolation optimization, 2021
K. M. Lewis, S. Varadharajan, and I. Kemelmacher-Shlizerman · 2021
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SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements
Q. Ma, S. Saito, J. Yang, S. Tang, and M. J. Black · 2021
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Cloud transformers
K. Mazur and V. Lempitsky · 2021
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Neural 3d clothes retargeting from a single image, 2021
J. S. Yoon, K. Kim, J. Kautz, and H. S. Park · 2021
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