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Recently, convolutional neural networks (CNN) have been successfully applied to view synthesis problems.
Feature-based image metamorphosis
T. Beier and S. Neely · 1992
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View interpolation for image synthesis
S. E. Chen and L. Williams · 1993
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Model-based matching of line drawings by linear combination of prototypes
M. Jones and T. Poggio · 1995
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A viewpoint dependent stereoscopic display using interpolation of multi-viewpoint images
A. Katayama, K. Tanaka, T. Oshino, and H. Tamura · 1995
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Algebraic functions for recognition
A. Shashua · 1995
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The lumigraph
S. J. Gortler, R. Grzeszczuk, R. Szeliski, and M. F. Cohen · 1996
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Light field rendering
M. Levoy and P. Hanrahan · 1996
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View morphing
S. Seitz and C. Dyer · 1996
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Tour into the picture: using a spidery mesh interface to make animation from a single image
Y. Horry, K. Anjyo, and K. Arai · 1997
Earlier work this paper cites.
Linear object classes and image synthesis from a single example image
T. Vetter and T. Poggio · 1997
Earlier work this paper cites.
Image-based modeling and photo editing
B. Oh, M. Chen, J. Dorsey, and F. Durand · 2001
Earlier work this paper cites.
Single-view modelling of free-form scenes
L. Zhang, G. Dugas-Phocion, J. Samson, and S. Seitz · 2002
Earlier work this paper cites.
Multiple View Geometry in Computer Vision
R. Hartley and A. Zisserman · 2003
Cited alongside, same era.
Automatic photo pop-up
D. Hoiem, A. Efros, and M. Hebert · 2005
Cited alongside, same era.
Accurate, dense, and robust multiview stereopsis
Y. Furukawa and J. Ponce · 2010
Cited alongside, same era.
Understanding the difficulty of training deep feedforward neural networks
X. Glorot and Y. Bengio · 2010
Cited alongside, same era.
Multi-pie
R. Gross, I. Matthews, J. Cohn, T. Kanade, and S. Baker · 2010
Cited alongside, same era.
Transforming auto-encoders
G. Hinton, A. Krizhevsky, and S. Wang · 2011
Cited alongside, same era.
Towards linear-time incremental structure from motion
C. Wu · 2013
Flownet: Learning optical flow with convolutional networks
A. Dosovitskiy, P. Fischery, E. Ilg, C. Hazirbas, V. Golkov, P. van der Smagt, D. Cremers, T. Brox, et al · 2015
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Learning to generate chairs with convolutional neural networks
A. Dosovitskiy, J. Springenberg, and T. Brox · 2015
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Deepstereo: Learning to predict new views from the world’s imagery
J. Flynn, I. Neulander, J. Philbin, and N. Snavely · 2015
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Reconstructing the world* in six days *(as captured by the yahoo 100 million image dataset)
J. Heinly, J. Schonberger, E. Dunn, and J.-M. Frahm · 2015
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Spatial transformer networks
M. Jaderberg, K. Simonyan, A. Zisserman, and K. Kavukcuoglu · 2015
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Fully convolutional networks for semantic segmentation
J. Long, E. Shelhamer, and T. Darrel · 2015
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Cited alongside, same era.
Caffe: Convolutional architecture for fast feature embedding
Y. Jia, E. Shelhamer, J. Donahue, S. Karayev, J. Long, R. Girshick, S. Guadarrama, and T. Darrell · 2014
Cited alongside, same era.
Adam: A method for stochastic optimization
D. Kingma, J. Ba, and G. Gamow · 2014
Cited alongside, same era.
A geometric particle filter for template-based visual tracking
J. Kwon, H. Lee, F. Park, and K. Lee · 2014
Cited alongside, same era.
Patchmatch based joint view selection and depthmap estimation
E. Zheng, E. Dunn, V. Jojic, and J.-M. Frahm · 2014
Cited alongside, same era.
Shapenet: An information-rich 3d model repository
A. Chang, T. Funkhouser, L. Guibas, P. Hanrahan, Q. Huang, Z. Li, S. Savarese, M. Savva, S. Song, H. Su, J. Xia, L. Yi, and F. Yu · 2015
Cited alongside, same era.
Later among the works it cites.
Weakly-supervised disentangling with recurrent transformations for 3d view synthesis
J. Yang, S. Reed, M. Yang, and H. Lee · 2015
Later among the works it cites.
Structure from motion using structure-less resection
E. Zheng and C. Wu · 2015
Later among the works it cites.
Multi-view 3d models from single images with a convolutional network
M. Tatarchenko, A. Dosovitskiy, and T. Brox · 2016
Later among the works it cites.
View synthesis by appearance flow
T. Zhou, S. Tulsiani, W. Sun, J. Malik, and A. A. Efros · 2016
Later among the works it cites.
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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