Im2Avatar: Colorful 3D Reconstruction from a Single Image

Long short-term memory

S. Hochreiter and J. Schmidhuber · 1997

Earlier work this paper cites.

An accurate method for voxelizing polygon meshes

J. Huang, R. Yagel, V. Filippov, and Y. Kurzion · 1998

Earlier work this paper cites.

A fast learning algorithm for deep belief nets

G. E. Hinton and S. Osindero · 2006

Earlier work this paper cites.

Very deep convolutional networks for large-scale image recognition

Original

K. Simonyan and A. Zisserman · 2014

Earlier work this paper cites.

Detailed full-body reconstructions of moving people from monocular RGB-D sequences

F. Bogo, M. J. Black, M. Loper, and J. Romero · 2015

Earlier work this paper cites.

Shapenet: An information-rich 3d model repository

Original

A. X. Chang, T. Funkhouser, L. Guibas, P. Hanrahan, Q. Huang, Z. Li, S. Savarese, M. Savva, S. Song, H. Su, et al · 2015

Earlier work this paper cites.

Deep residual learning for image recognition

Original

K. He, X. Zhang, S. Ren, and J. Sun · 2015

Earlier work this paper cites.

Smpl: A skinned multi-person linear model

M. Loper, N. Mahmood, J. Romero, G. Pons-Moll, and M. J. Black · 2015

Cited alongside, same era.

Dyna: A model of dynamic human shape in motion

G. Pons-Moll, J. Romero, N. Mahmood, and M. J. Black · 2015

Cited alongside, same era.

3d shapenets: A deep representation for volumetric shapes

Z. Wu, S. Song, A. Khosla, F. Yu, L. Zhang, X. Tang, and J. Xiao · 2015

Cited alongside, same era.

3d-r2n2: A unified approach for single and multi-view 3d object reconstruction

C. B. Choy, D. Xu, J. Gwak, K. Chen, and S. Savarese · 2016

Cited alongside, same era.

Multi-view 3d models from single images with a convolutional network

M. Tatarchenko, A. Dosovitskiy, and T. Brox · 2016

Cited alongside, same era.

Training deep neural networks on imbalanced data sets

S. Wang, W. Liu, J. Wu, L. Cao, Q. Meng, and P. J. Kennedy · 2016

Cited alongside, same era.

Spatiotemporal deformable prototypes for motion anomaly detection

R. Bensch, N. Scherf, J. Huisken, T. Brox, and O. Ronneberger · 2017

Later among the works it cites.

Trainable nonlinear reaction diffusion: A flexible framework for fast and effective image restoration

Y. Chen and T. Pock · 2017

Later among the works it cites.

MarrNet: 3D Shape Reconstruction via 2.5D Sketches

J. Wu, Y. Wang, T. Xue, X. Sun, W. T. Freeman, and J. B. Tenenbaum · 2017

Later among the works it cites.

Large-scale 3d shape reconstruction and segmentation from shapenet core55

Original

L. Yi, H. Su, L. Shao, M. Savva, H. Huang, Y. Zhou, B. Graham, M. Engelcke, R. Klokov, V. Lempitsky, et al · 2017

Later among the works it cites.

Detailed, accurate, human shape estimation from clothed 3d scan sequences

C. Zhang, S. Pujades, M. Black, and G. Pons-Moll · 2017

Later among the works it cites.