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We study how to synthesize novel views of human body from a single image.
Mental rotation of three-dimensional objects
R. N. Shepard and J. Metzler · 1971
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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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Scape: Shape completion and animation of people
D. Anguelov, P. Srinivasan, D. Koller, S. Thrun, J. Rodgers, and J. Davis · 2005
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A comparison and evaluation of multi-view stereo reconstruction algorithms
S. M. Seitz, B. Curless, J. Diebel, D. Scharstein, and R. Szeliski · 2006
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3d depth reconstruction from a single still image
A. Saxena, S. H. Chung, and A. Y. Ng · 2008
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Combined discriminative and generative articulated pose and non-rigid shape estimation
B. A. Sigal, L. and M. Black · 2008
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Continuous depth estimation for multi-view stereo
Y. Liu, X. Cao, Q. Dai, and W. Xu · 2009
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Accurate, dense, and robust multiview stereopsis
Y. Furukawa and J. Ponce · 2010
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Transforming auto-encoders
G. E. Hinton, A. Krizhevsky, and S. D. Wang · 2011
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Depth map prediction from a single image using a multi-scale deep network
D. Eigen, C. Puhrsch, and R. Fergus · 2014
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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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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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Estimating image depth using shape collections
H. Su, Q. Huang, N. J. Mitra, Y. Li, and L. Guibas · 2014
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Shapenet: An information-rich 3d model repository
A. X. Chang, T. Funkhouser, L. Guibas, P. Hanrahan, Q. Huang, Z. Li, S. Savarese, M. Savva, S. Song, H. Su, et al · 2015
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Spatial transformer networks
M. Jaderberg, K. Simonyan, A. Zisserman, et al · 2015
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3d-assisted image feature synthesis for novel views of an object
H. Su, F. Wang, L. Yi, and L. Guibas · 2015
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Weakly-supervised disentangling with recurrent transformations for 3d view synthesis
J. Yang, S. E. Reed, M.-H. Yang, and H. Lee · 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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Deepstereo: Learning to predict new views from the world’s imagery
J. Flynn, I. Neulander, J. Philbin, and N. Snavely · 2016
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Unsupervised cnn for single view depth estimation: Geometry to the rescue
R. Garg, G. Carneiro, and I. Reid · 2016
Estimating depth from monocular images as classification using deep fully convolutional residual networks
Y. Cao, Z. Wu, and C. Shen · 2017
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Photographic image synthesis with cascaded refinement networks
Q. Chen and V. Koltun · 2017
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Learning to generate chairs, tables and cars with convolutional networks
A. Dosovitskiy, J. T. Springenberg, M. Tatarchenko, and T. Brox · 2017
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A point set generation network for 3d object reconstruction from a single image
H. Fan, H. Su, and L. Guibas · 2017
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Beyond face rotation: Global and local perception gan for photorealistic and identity preserving frontal view synthesis
R. Huang, S. Zhang, T. Li, and R. He · 2017
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Deep view morphing
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Cited alongside, same era.
Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 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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Learning-based view synthesis for light field cameras
N. K. Kalantari, T.-C. Wang, and R. Ramamoorthi · 2016
Cited alongside, same era.
Deeper depth prediction with fully convolutional residual networks
I. Laina, C. Rupprecht, V. Belagiannis, F. Tombari, and N. Navab · 2016
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Image restoration using convolutional auto-encoders with symmetric skip connections
X.-J. Mao, C. Shen, and Y.-B. Yang · 2016
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Deep multi-scale video prediction beyond mean square error
M. Mathieu, C. Couprie, and Y. LeCun · 2016
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D. Ji, J. Kwon, M. McFarland, and S. Savarese · 2017
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Parse geometry from a line: Monocular depth estimation with partial laser observation
Y. Liao, L. Huang, Y. Wang, S. Kodagoda, Y. Yu, and Y. Liu · 2017
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Transformation-grounded image generation network for novel 3d view synthesis
E. Park, J. Yang, E. Yumer, D. Ceylan, and A. C. Berg · 2017
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Novel views of objects from a single image
K. Rematas, C. H. Nguyen, T. Ritschel, M. Fritz, and T. Tuytelaars · 2017
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Learning to synthesize a 4d rgbd light field from a single image
P. P. Srinivasan, T. Wang, A. Sreelal, R. Ramamoorthi, and R. Ng · 2017
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Multi-view image generation from a single-view
B. Zhao, X. Wu, Z.-Q. Cheng, H. Liu, and J. Feng · 2017
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Video-based outdoor human reconstruction
H. Zhu, Y. Liu, J. Fan, Q. Dai, and X. Cao · 2017
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The role of prior in image based 3d modeling: a survey
H. Zhu, Y. Nie, T. Yue, and X. Cao · 2017
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Sparse-to-dense: depth prediction from sparse depth samples and a single image
F. Ma and S. Karaman · 2018
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