Fetching the paper…
Reading the bibliography…
The reconstruction of a discrete surface from a point cloud is a fundamental geometry processing problem that has been studied for decades, with many methods developed.
The hungarian method for the assignment problem
H. W. Kuhn · 1955
Earlier work this paper cites.
Surface reconstruction from unorganized points
H. Hoppe, T. DeRose, T. Duchamp, J. McDonald, and W. Stuetzle · 1992
Earlier work this paper cites.
Point Set Surfaces
M. Alexa, J. Behr, D. Fleishman, D. Levin, and C. Silva · 2001
Earlier work this paper cites.
Approximating and intersecting surfaces from points
A. Adamson and M. Alexa · 2003
Earlier work this paper cites.
Multi-level partition of unity implicits
Y. Ohtake, A. Belyaev, M. Alexa, G. Turk, and H. Seidel · 2003
Earlier work this paper cites.
Reconstruction of solid models from oriented point sets
M. Kazhdan · 2005
Earlier work this paper cites.
Provably Good Moving Least Squares
R. Kolluri · 2005
Earlier work this paper cites.
An integrating approach to meshing scattered point data
Y. Ohtake, A. Belyaev, and H. Seidel · 2005
Earlier work this paper cites.
3d scattered data interpolation and approximation with multilevel compactly supported rbfs
Y. Ohtake, A. G. Belyaev, and H.-P. Seidel · 2005
Earlier work this paper cites.
Poisson surface reconstruction
M. Kazhdan, M. Bolitho, and H. Hoppe · 2006
Earlier work this paper cites.
Algebraic Point Set Surfaces
G. Guennebaud and M. Gross · 2007
Earlier work this paper cites.
Streaming surface reconstruction using wavelets
J. Manson, G. Petrova, and S. Schaefer · 2008
Earlier work this paper cites.
Smoothing of Partition of Unity Implicit Surfaces for Noise Robust Surface Reconstruction
Y. Nagai, Y. Ohtake, and H. Suzuki · 2009
Earlier work this paper cites.
Parallel poisson disk sampling with spectrum analysis on surfaces
J. Bowers, R. Wang, L.-Y. Wei, and D. Maletz · 2010
Earlier work this paper cites.
Learning fast approximations of sparse coding
K. Gregor and Y. LeCun · 2010
Cited alongside, same era.
Global parametrization of range image sets
N. Pietroni, M. Tarini, O. Sorkine, and D. Zorin · 2011
Cited alongside, same era.
A benchmark for surface reconstruction
M. Berger, J. A. Levine, L. G. Nonato, G. Taubin, and C. T. Silva · 2013
Cited alongside, same era.
Sinkhorn distances: Lightspeed computation of optimal transport
M. Cuturi · 2013
Cited alongside, same era.
Edge-aware point set resampling
H. Huang, S. Wu, M. Gong, D. Cohen-Or, U. M. Ascher, and H. R. Zhang · 2013
Cited alongside, same era.
Screened poisson surface reconstruction
M. M. Kazhdan and H. Hoppe · 2013
Cited alongside, same era.
Shape completion using 3d-encoder-predictor cnns and shape synthesis
A. Dai, C. R. Qi, and M. Nießner · 2017
Later among the works it cites.
High-resolution shape completion using deep neural networks for global structure and local geometry inference
X. Han, Z. Li, H. Huang, E. Kalogerakis, and Y. Yu · 2017
Later among the works it cites.
Algorithmic regularization in over-parameterized matrix recovery
Y. Li, T. Ma, and H. Zhang · 2017
Later among the works it cites.
Pointnet: Deep learning on point sets for 3d classification and segmentation
C. R. Qi, H. Su, K. Mo, and L. J. Guibas · 2017
Later among the works it cites.
Pointnet++: Deep hierarchical feature learning on point sets in a metric space
C. R. Qi, L. Yi, H. Su, and L. J. Guibas · 2017
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Q. Huang, F. Wang, and L. Guibas · 2014
Cited alongside, same era.
Adam: A method for stochastic optimization
D. P. Kingma and J. Ba · 2014
Cited alongside, same era.
Robust surface reconstruction via dictionary learning
S. Xiong, J. Zhang, J. Zheng, J. Cai, and L. Liu · 2014
Cited alongside, same era.
Order matters: Sequence to sequence for sets
O. Vinyals, S. Bengio, and M. Kudlur · 2015
Cited alongside, same era.
Efficient representation of low-dimensional manifolds using deep networks
R. Basri and D. Jacobs · 2016
Cited alongside, same era.
Learning multiagent communication with backpropagation
S. Sukhbaatar, R. Fergus, et al · 2016
Cited alongside, same era.
The implicit bias of gradient descent on separable data
D. Soudry, E. Hoffer, M. S. Nacson, S. Gunasekar, and N. Srebro · 2017
Later among the works it cites.
D. Ulyanov, A. Vedaldi, and V. Lempitsky · 2017
Later among the works it cites.
Shape completion enabled robotic grasping
J. Varley, C. DeChant, A. Richardson, J. Ruales, and P. Allen · 2017
Later among the works it cites.
Gradient descent provably optimizes over-parameterized neural networks
S. S. Du, X. Zhai, B. Poczos, and A. Singh · 2018
Closest in time.
Atlasnet: A papier-m \ \backslash ˆ ach \ \backslash ’e approach to learning 3d surface generation
T. Groueix, M. Fisher, V. G. Kim, B. C. Russell, and M. Aubry · 2018
Closest in time.
PCPNet: Learning local shape properties from raw point clouds
P. Guerrero, Y. Kleiman, M. Ovsjanikov, and N. J. Mitra · 2018
Closest in time.
Characterizing implicit bias in terms of optimization geometry
S. Gunasekar, J. Lee, D. Soudry, and N. Srebro · 2018
Closest in time.
Pu-net: Point cloud upsampling network
L. Yu, X. Li, C.-W. Fu, D. Cohen-Or, and P.-A. Heng · 2018
Closest in time.