PCPNET: Learning Local Shape Properties from Raw Point Clouds

Differential Geometry of Curves and Surfaces

de Carmo M · 1976

Earlier work this paper cites.

Surface reconstruction from unorganized points

Hoppe H., DeRose T., Duchamp T., McDonald J., Stuetzle W · 1992

Earlier work this paper cites.

Computation of surface geometry and segmentation using covariance techniques

Berkmann J., Caelli T · 1994

Earlier work this paper cites.

Surface reconstruction by voronoi filtering

Amenta N., Bern M · 1999

Earlier work this paper cites.

Combinatorial manifold mesh reconstruction and optimization from unorganized points with arbitrary topology

Huang J., Menq C.-H · 2002

Earlier work this paper cites.

Estimating differential quantities using polynomial fitting of osculating jets

Cazals F., Pouget M · 2003

Earlier work this paper cites.

Shape modeling with point-sampled geometry

Pauly M., Keiser R., Kobbelt L. P., Gross M · 2003

Earlier work this paper cites.

Estimating surface normals in noisy point cloud data

Mitra N. J., Nguyen A., Guibas L · 2004

Earlier work this paper cites.

Estimating curvatures and their derivatives on triangle meshes

Rusinkiewicz S · 2004

Earlier work this paper cites.

Anisotropic smoothing of point sets

Lange C., Polthier K · 2005

Earlier work this paper cites.

Voronoi-based variational reconstruction of unoriented point sets

Alliez P., Cohen-Steiner D., Tong Y., Desbrun M · 2007

Earlier work this paper cites.

Algebraic point set surfaces

Guennebaud G., Gross M · 2007

Earlier work this paper cites.

Consolidation of unorganized point clouds for surface reconstruction

Huang H., Li D., Zhang H., Ascher U., Cohen-Or D · 2009

Cited alongside, same era.

Extracting lines of curvature from noisy point clouds

Kalogerakis E., Nowrouzezahrai D., Simari P., Singh K · 2009

Cited alongside, same era.

Signing the unsigned: Robust surface reconstruction from raw pointsets

Mullen P., De Goes F., Desbrun M., Cohen-Steiner D., Alliez P · 2010

Cited alongside, same era.

Voronoi-based curvature and feature estimation from point clouds

Merigot Q., Ovsjanikov M., Guibas L. J · 2011

Cited alongside, same era.

Indoor segmentation and support inference from rgbd images

Nathan Silberman Derek Hoiem P. K., Fergus R · 2012

Cited alongside, same era.

Edge-aware point set resampling

Huang H., Wu S., Gong M., Cohen-Or D., Ascher U., Zhang H. R · 2013

Cited alongside, same era.

Learning shape correspondence with anisotropic convolutional neural networks

Boscaini D., Masci J., Rodolà E., Bronstein M · 2016

Later among the works it cites.

Convolutional neural networks on graphs with fast localized spectral filtering

Defferrard M., Bresson X., Vandergheynst P · 2016

Later among the works it cites.

Geometric deep learning

Masci J., Rodolà E., Boscaini D., Bronstein M. M., Li H · 2016

Later among the works it cites.

Volumetric and multi-view cnns for object classification on 3d data

Qi C. R., Su H., Nießner M., Dai A., Yan M., Guibas L. J · 2016

Later among the works it cites.

Dense human body correspondences using convolutional networks

Wei L., Huang Q., Ceylan D., Vouga E., Li H · 2016

Later among the works it cites.

Geometric deep learning: going beyond euclidean data

Bronstein M., Bruna J., LeCun Y., Szlam A., Vandergheynst P · 2017