[1] Marc Alexa, Johannes Behr, Daniel Cohen-Or, Shachar Fleishman, David Levin, and Claudio T Silva. Point set surfaces. In Proceedings Visualization, 2001. VIS'01., pages 21–29. IEEE, 2001.
[2] Pierre Alliez, David Cohen-Steiner, Yiying Tong, and Mathieu Desbrun. Voronoi-based variational reconstruction of unoriented point sets. In Symposium on Geometry Processing, volume 7, pages 39–48, 2007.
[3] Nina Amenta and Marshall Bern. Surface reconstruction by voronoi filtering. Discrete & Computational Geometry, 22(4):481-504, 1999.
[4] Samir Aroudj, Patrick Seemann, Fabian Langguth, Stefan Guthe, and Michael Goesele. Visibility-consistent thin surface reconstruction using multi-scale kernels. ACM Transactions on Graphics, 36(6):1-13, 2017.
[5] Matan Atzmon, Niv Haim, Lior Yariv, Ofer Israelov, Haggai Maron, and Yaron Lipman. Controlling neural level sets. Advances in Neural Information Processing Systems, 32, 2019.
[6] Matan Atzmon and Yaron Lipman. SAL: Sign agnostic learning of shapes from raw data. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 2565-2574, 2020.
[7] Matan Atzmon and Yaron Lipman. SALD: Sign agnostic learning with derivatives. In International Conference on Learning Representations, 2021.
[8] Yizhak Ben-Shabat and Stephen Gould. DeepFit: 3D surface fitting via neural network weighted least squares. In European Conference on Computer Vision, pages 20-34. Springer, 2020.
[9] Yizhak Ben-Shabat, Michael Lindenbaum, and Anath Fischer. Nesti-Net: Normal estimation for unstructured 3D point clouds using convolutional neural networks. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pages 10112–10120, 2019.
[10] James F Blinn. Simulation of wrinkled surfaces. ACM SIGGRAPH Computer Graphics, 12(3):286-292, 1978.
[11] Alexandre Boulch and Renaud Marlet. Fast and robust normal estimation for point clouds with sharp features. In Computer Graphics Forum, volume 31, pages 1765-1774. Wiley Online Library, 2012.
[12] Alexandre Boulch and Renaud Marlet. Deep learning for robust normal estimation in unstructured point clouds. In Computer Graphics Forum, volume 35, pages 281-290. Wiley Online Library, 2016.
[13] Ruojin Cai, Guandao Yang, Hadar Averbuch-Elor, Zekun Hao, Serge Belongie, Noah Snavely, and Bharath Hariharan. Learning gradient fields for shape generation. In Proceedings of the European Conference on Computer Vision (ECCV), 2020.
[14] Junjie Cao, Hairui Zhu, Yunpeng Bai, Jun Zhou, Jinshan Pan, and Zhixun Su. Latent tangent space representation for normal estimation. IEEE Transactions on Industrial Electronics, 69(1):921-929, 2021.
[15] Frédéric Cazals and Marc Pouget. Estimating differential quantities using polynomial fitting of osculating jets. Computer Aided Geometric Design, 22(2):121-146, 2005.
[16] Chao Chen, Yu-Shen Liu, and Zhizhong Han. Unsupervised inference of signed distance functions from single sparse point clouds without learning priors. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 17712-17723, 2023.
[17] Yi-Ling Chen, Bing-Yu Chen, Shang-Hong Lai, and Tomoyuki Nishita. Binary orientation trees for volume and surface reconstruction from unoriented point clouds. In Computer Graphics Forum, volume 29, pages 2011-2019. Wiley Online Library, 2010.
[18] Tamal K Dey and Samrat Goswami. Provable surface reconstruction from noisy samples. Computational Geometry, 35(1-2):124-141, 2006.
[19] Hang Du, Xuejun Yan, Jingjing Wang, Di Xie, and Shiliang Pu. Rethinking the approximation error in 3D surface fitting for point cloud normal estimation. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
[20] Andreas Geiger, Philip Lenz, and Raquel Urtasun. Are we ready for autonomous driving? the kitti vision benchmark suite. In IEEE Conference on Computer Vision and Pattern Recognition, pages 3354-3361. IEEE, 2012.
[21] Henri Gouraud. Continuous shading of curved surfaces. IEEE Transactions on Computers, 100(6):623-629, 1971.
[22] Amos Gropp, Lior Yariv, Niv Haim, Matan Atzmon, and Yaron Lipman. Implicit geometric regularization for learning shapes. In International Conference on Machine Learning, pages 3789-3799. PMLR, 2020.
[23] Gael Guennebaud and Markus Gross. Algebraic point set surfaces. In ACM SIGGRAPH 2007 papers. 2007.
[24] Paul Guerrero, Yanir Kleiman, Maks Ovsjanikov, and Niloy J Mitra. PCPNet: learning local shape properties from raw point clouds. In Computer Graphics Forum, volume 37, pages 75-85. Wiley Online Library, 2018.
[25] Taisuke Hashimoto and Masaki Saito. Normal estimation for accurate 3D mesh reconstruction with point cloud model incorporating spatial structure. In CVPR Workshops, pages 54-63, 2019.