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Shape completion is the problem of completing partial input shapes such as partial scans.
Least-squares meshes
Sorkine, O., D. Cohen-Or · 2004
Earlier work this paper cites.
Example-based 3d scan completion
Pauly, M., N. J. Mitra, J. Giesen, et al · 2005
Earlier work this paper cites.
Laplacian mesh optimization
Nealen, A., T. Igarashi, O. Sorkine, et al · 2006
Earlier work this paper cites.
Poisson surface reconstruction
Kazhdan, M., M. Bolitho, H. Hoppe · 2006
Earlier work this paper cites.
A robust hole-filling algorithm for triangular mesh
Zhao, W., S. Gao, H. Lin · 2007
Earlier work this paper cites.
Auto-encoding variational bayes
Kingma, D. P., M. Welling · 2013
Earlier work this paper cites.
Screened poisson surface reconstruction
Kazhdan, M., H. Hoppe · 2013
Earlier work this paper cites.
State of the art in surface reconstruction from point clouds
Berger, M., A. Tagliasacchi, L. Seversky, et al · 2014
Earlier work this paper cites.
Generative adversarial networks
Goodfellow, I. J., J. Pouget-Abadie, M. Mirza, et al · 2014
Earlier work this paper cites.
Morfit: interactive surface reconstruction from incomplete point clouds with curve-driven topology and geometry control
Yin, K., H. Huang, H. Zhang, et al · 2014
Earlier work this paper cites.
Deep points consolidation
Wu, S., , H. Huang, et al · 2015
Earlier work this paper cites.
Completing 3d object shape from one depth image
Rock, J., T. Gupta, J. Thorsen, et al · 2015
Earlier work this paper cites.
Shapenet: An information-rich 3d model repository
Chang, A. X., T. Funkhouser, L. Guibas, et al · 2015
Earlier work this paper cites.
Learning in implicit generative models
Mohamed, S., B. Lakshminarayanan · 2016
Earlier work this paper cites.
Image-to-image translation with conditional adversarial networks
Isola, P., J.-Y. Zhu, T. Zhou, et al · 2017
Earlier work this paper cites.
Pointnet: Deep learning on point sets for 3d classification and segmentation
Qi, C. R., H. Su, K. Mo, et al · 2017
Earlier work this paper cites.
Pointnet++: Deep hierarchical feature learning on point sets in a metric space
Qi, C. R., L. Yi, H. Su, et al · 2017
Earlier work this paper cites.
Shape completion using 3d-encoder-predictor cnns and shape synthesis
Dai, A., C. Ruizhongtai Qi, M. Nießner · 2017
Cited alongside, same era.
High-resolution shape completion using deep neural networks for global structure and local geometry inference
Han, X., Z. Li, H. Huang, et al · 2017
Cited alongside, same era.
Shape inpainting using 3d generative adversarial network and recurrent convolutional networks
Wang, W., Q. Huang, S. You, et al · 2017
Cited alongside, same era.
Shape completion using 3d-encoder-predictor cnns and shape synthesis
Dai, A., C. R. Qi, M. Nießner · 2017
Cited alongside, same era.
Generative image inpainting with contextual attention
Yu, J., Z. Lin, J. Yang, et al · 2018
Cited alongside, same era.
P2p-net: Bidirectional point displacement net for shape transform
Yin, K., H. Huang, D. Cohen-Or, et al · 2018
Generating unobserved alternatives
Peng, S., K. Li · 2020
Later among the works it cites.
Pie-net: Parametric inference of point cloud edges, 2020
Wang, X., Y. Xu, K. Xu, et al · 2020
Later among the works it cites.
Points2surf learning implicit surfaces from point clouds
Erler, P., P. Guerrero, S. Ohrhallinger, et al · 2020
Later among the works it cites.
Pointcleannet: Learning to denoise and remove outliers from dense point clouds
Rakotosaona, M.-J., V. La Barbera, P. Guerrero, et al · 2020
Later among the works it cites.
Deep learning for 3d point clouds: A survey
Guo, Y., H. Wang, Q. Hu, et al · 2020
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Morphing and sampling network for dense point cloud completion
Liu, M., L. Sheng, S. Yang, et al · 2020
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Cited alongside, same era.
PCN: Point completion network
Yuan, W., T. Khot, D. Held, et al · 2018
Cited alongside, same era.
Unpaired point cloud completion on real scans using adversarial training
Chen, X., B. Chen, N. J. Mitra · 2019
Cited alongside, same era.
Diverse image synthesis from semantic layouts via conditional imle
Li, K., T. Zhang, J. Malik · 2019
Cited alongside, same era.
LOGAN: Unpaired shape transform in latent overcomplete space
Yin, K., Z. Chen, H. Huang, et al · 2019
Cited alongside, same era.
Topnet: Structural point cloud decoder
Tchapmi, L. P., V. Kosaraju, H. Rezatofighi, et al · 2019
Cited alongside, same era.
Unpaired point cloud completion on real scans using adversarial training
Chen, X., B. Chen, N. J. Mitra · 2019
Cited alongside, same era.
Later among the works it cites.
Cascaded refinement network for point cloud completion
Wang, X., M. H. Ang Jr, G. H. Lee · 2020
Later among the works it cites.
Point cloud completion by skip-attention network with hierarchical folding
Wen, X., T. Li, Z. Han, et al · 2020
Later among the works it cites.
Pf-net: Point fractal network for 3d point cloud completion
Huang, Z., Y. Yu, J. Xu, et al · 2020
Later among the works it cites.
Robustpointset: A dataset for benchmarking robustness of point cloud classifiers
Taghanaki, S. A., J. Luo, R. Zhang, et al · 2020
Later among the works it cites.
Multimodal shape completion via conditional generative adversarial networks
Wu, R., X. Chen, Y. Zhuang, et al · 2020
Later among the works it cites.
Asfm-net: Asymmetrical siamese feature matching network for point completion
Xia, Y., Y. Xia, W. Li, et al · 2021
Closest in time.
Variational relational point completion network
Pan, L., X. Chen, Z. Cai, et al · 2021
Closest in time.
Learning to generate 3D shapes with generative cellular automata
Zhang, D., C. Choi, J. Kim, et al · 2021
Closest in time.
Variational relational point completion network
Pan, L., X. Chen, Z. Cai, et al · 2021
Closest in time.
Learning to generate 3D shapes with generative cellular automata
Zhang, D., C. Choi, J. Kim, et al · 2021
Closest in time.