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We present a method and application for animating a human subject from a single photo.
Video textures
A. Schödl, R. Szeliski, D. H. Salesin, and I. Essa · 2000
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Fast approximate energy minimization via graph cuts
Y. Boykov, O. Veksler, and R. Zabih · 2001
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Mean value coordinates
M. S. Floater · 2003
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Poisson image editing
P. Pérez, M. Gangnet, and A. Blake · 2003
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Grabcut: Interactive foreground extraction using iterated graph cuts
C. Rother, V. Kolmogorov, and A. Blake · 2004
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Animating pictures with stochastic motion textures
Y.-Y. Chuang, D. B. Goldman, K. C. Zheng, B. Curless, D. H. Salesin, and R. Szeliski · 2005
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Photometric stereo with general, unknown lighting
R. Basri, D. Jacobs, and I. Kemelmacher · 2007
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CMU Graphics Lab Motion Capture Database
CMU · 2007
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Character animation from 2d pictures and 3d motion data
A. Hornung, E. Dekkers, and L. Kobbelt · 2007
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Animating animal motion from still
X. Xu, L. Wan, X. Liu, T.-T. Wong, L. Wang, and C.-S. Leung · 2008
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Patchmatch: A randomized correspondence algorithm for structural image editing
C. Barnes, E. Shechtman, A. Finkelstein, and D. B. Goldman · 2009
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Human video textures
M. Flagg, A. Nakazawa, Q. Zhang, S. B. Kang, Y. K. Ryu, I. Essa, and J. M. Rehg · 2009
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Dlib-ml: A machine learning toolkit
D. E. King · 2009
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Moviereshape: Tracking and reshaping of humans in videos
A. Jain, T. Thormählen, H.-P. Seidel, and C. Theobalt · 2010
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Parametric reshaping of human bodies in images
S. Zhou, H. Fu, L. Liu, D. Cohen-Or, and X. Han · 2010
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Face reconstruction in the wild
I. Kemelmacher-Shlizerman and S. M. Seitz · 2011
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Exploring photobios
I. Kemelmacher-Shlizerman, E. Shechtman, R. Garg, and S. M. Seitz · 2011
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Efficient inference in fully connected crfs with gaussian edge potentials
P. Krähenbühl and V. Koltun · 2011
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Towards moment imagery: Automatic cinemagraphs
J. Tompkin, F. Pece, K. Subr, and J. Kautz · 2011
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Video-based characters: creating new human performances from a multi-view video database
F. Xu, Y. Liu, C. Stoll, J. Tompkin, G. Bharaj, Q. Dai, H.-P. Seidel, J. Kautz, and C. Theobalt · 2011
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Cliplets: juxtaposing still and dynamic imagery
N. Joshi, S. Mehta, S. Drucker, E. Stollnitz, H. Hoppe, M. Uyttendaele, and M. Cohen · 2012
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K. He, G. Gkioxari, P. Dollár, and R. Girshick · 2017
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End-to-end recovery of human shape and pose
A. Kanazawa, M. J. Black, D. W. Jacobs, and J. Malik · 2017
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3d shape reconstruction from sketches via multi-view convolutional networks
Z. Lun, M. Gadelha, E. Kalogerakis, S. Maji, and R. Wang · 2017
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Pose guided person image generation
L. Ma, X. Jia, Q. Sun, B. Schiele, T. Tuytelaars, and L. Van Gool · 2017
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Disentangled person image generation
L. Ma, Q. Sun, S. Georgoulis, L. Van Gool, B. Schiele, and M. Fritz · 2017
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Image-based clothes animation for virtual fitting
Z. Zhou, B. Shu, S. Zhuo, X. Deng, P. Tan, and S. Lin · 2012
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Automatic cinemagraph portraits
J. Bai, A. Agarwala, M. Agrawala, and R. Ramamoorthi · 2013
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3d object manipulation in a single photograph using stock 3d models
N. Kholgade, T. Simon, A. Efros, and Y. Sheikh · 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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Time-lapse mining from internet photos
R. Martin-Brualla, D. Gallup, and S. M. Seitz · 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. Gehler, J. Romero, and M. J. Black · 2016
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Mask R-CNN Implementation by Matterport, Inc
Matterport · 2017
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Learning from synthetic humans
G. Varol, J. Romero, X. Martin, N. Mahmood, M. Black, I. Laptev, and C. Schmid · 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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A variational u-net for conditional appearance and shape generation
P. Esser, E. Sutter, and B. Ommer · 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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Learning category-specific mesh reconstruction from image collections
A. Kanazawa, S. Tulsiani, A. A. Efros, and J. Malik · 2018
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Learning to estimate 3d human pose and shape from a single color image
G. Pavlakos, L. Zhu, X. Zhou, and K. Daniilidis · 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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Lions and tigers and bears: Capturing non-rigid, 3D, articulated shape from images
S. Zuffi, A. Kanazawa, and M. J. Black · 2018
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