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In this paper, we introduce Point2Mesh, a technique for reconstructing a surface mesh from an input point cloud.
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Pixel2mesh: Generating 3d mesh models from single rgb images. In Proceedings of the European Conference on Computer Vision (ECCV) . 52–67
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A survey of surface reconstruction from point clouds. In Computer Graphics Forum , Vol. 36. Wiley Online Library, 301–329
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Nanyang Wang, Yinda Zhang, Zhuwen Li, Yanwei Fu, Wei Liu, and Yu-Gang Jiang. 2018 · 2018
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Pu-net: Point cloud upsampling network. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition . 2790–2799
Lequan Yu, Xianzhi Li, Chi-Wing Fu, Daniel Cohen-Or, and Pheng-Ann Heng. 2018 · 2018
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Non-stationary Texture Synthesis by Adversarial Expansion
Yang Zhou, Zhen Zhu, Xiang Bai, Dani Lischinski, Daniel Cohen-Or, and Hui Huang. 2018 · 2018
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Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer. In Advances In Neural Information Processing Systems
Wenzheng Chen, Jun Gao, Huan Ling, Edward Smith, Jaakko Lehtinen, Alec Jacobson, and Sanja Fidler. 2019 · 2019
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Scan2mesh: From unstructured range scans to 3d meshes. In CVPR . 5574–5583
Angela Dai and Matthias Nießner. 2019 · 2019
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Weight Agnostic Neural Networks
Adam Gaier and David Ha. 2019 · 2019
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"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors
Yossi Gandelsman, Assaf Shocher, and Michal Irani. 2019 · 2019
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SDM-NET: Deep generative network for structured deformable mesh
Lin Gao, Jie Yang, Tong Wu, Yu-Jie Yuan, Hongbo Fu, Yu-Kun Lai, and Hao Zhang. 2019 · 2019
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MeshCNN: A Network with an Edge
Rana Hanocka, Amir Hertz, Noa Fish, Raja Giryes, Shachar Fleishman, and Daniel Cohen-Or. 2019 · 2019
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PU-GAN: a Point Cloud Upsampling Adversarial Network. In IEEE International Conference on Computer Vision (ICCV)
Ruihui Li, Xianzhi Li, Chi-Wing Fu, Daniel Cohen-Or, and Pheng-Ann Heng. 2019 · 2019
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PointCleanNet: Learning to Denoise and Remove Outliers from Dense Point Clouds
Marie-Julie Rakotosaona, Vittorio La Barbera, Paul Guerrero, Niloy J Mitra, and Maks Ovsjanikov. 2019 · 2019
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SinGAN: Learning a Generative Model from a Single Natural Image
Tamar Rott Shaham, Tali Dekel, and Tomer Michaeli. 2019 · 2019
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Test-Time Training for Out-of-Distribution Generalization
Yu Sun, Xiaolong Wang, Zhuang Liu, John Miller, Alexei A Efros, and Moritz Hardt. 2019 · 2019
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Pixel2mesh++: Multi-view 3d mesh generation via deformation. In Proceedings of the IEEE International Conference on Computer Vision . 1042–1051
Chao Wen, Yinda Zhang, Zhuwen Li, and Yanwei Fu. 2019 · 2019
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Deep geometric prior for surface reconstruction. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition . 10130–10139
Francis Williams, Teseo Schneider, Claudio Silva, Denis Zorin, Joan Bruna, and Daniele Panozzo. 2019 · 2019
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Differentiable Surface Splatting for Point-based Geometry Processing
Wang Yifan, Felice Serena, Shihao Wu, Cengiz Öztireli, and Olga Sorkine-Hornung. 2019 · 2019
Later among the works it cites.