使用单幅图像来训练GAN,给了这篇文章从单个网格学习的灵感 Yu Sun, Xiaolong Wang, Zhuang Liu, John Miller, Alexei A Efros, and Moritz Hardt. 2019. Test-Time Training for Out-of-Distribution Generalization. arXiv preprint arXiv:1909.13231 (2019).
从点云进行三维模型的生成 Panos Achlioptas, Olga Diamanti, Ioannis Mitliagkas, and Leonidas Guibas. 2018. Learning Representations and Generative Models for 3D Point Clouds. In International Conference on Machine Learning. 40–49.
点网络的概念 Charles R Qi, Hao Su, Kaichun Mo, and Leonidas J Guibas. 2017a. Pointnet: Deep learning on point sets for 3d classification and segmentation. In Proceedings ofthe IEEE Conference on Computer Vision and Pattern Recognition. 652–660.
生成三维点云的概率框架 Yang Zhou, Zhen Zhu, Xiang Bai, Dani Lischinski, Daniel Cohen-Or, and Hui Huang. 2018. Non-stationary Texture Synthesis by Adversarial Expansion. ACM Trans. Graph. 37, 4, Article 49 (July 2018), 13 pages. https://doi.org/10.1145/3197517. 3201285
一个表达表面的本地表 Thibault Groueix, Matthew Fisher, Vladimir Kim, Bryan Russell, and Mathieu Aubry. 2018. AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation. In CVPR 2018.
用隐式表示三维面替代显式表达 Zhiqin Chen, Andrea Tagliasacchi, and Hao Zhang. 2019b. BSP-Net: Generating Compact Meshes via Binary Space Partitioning. arXiv:cs.CV/1911.06971
从二维的RGB图生成三维模型 NanyangWang, Yinda Zhang, Zhuwen Li, Yanwei Fu, Wei Liu, and Yu-Gang Jiang. 2018. Pixel2mesh: Generating 3d mesh models from single rgb images. In Proceedings of the European Conference on Computer Vision (ECCV). 52–67.
一个从图像重建三维物体的网络DIB-R Wenzheng Chen, Huan Ling, Jun Gao, Edward Smith, Jaakko Lehtinen, Alec Jacobson, and Sanja Fidler. 2019a. Learning to predict 3d objects with an interpolation-based differentiable renderer. In Advances in Neural Information Processing Systems. 9605– 9616.
同作者的MeshCNN,从模型中拆解提取要所需的部分 Rana Hanocka, Amir Hertz, Noa Fish, Raja Giryes, Shachar Fleishman, and Daniel Cohen-Or. 2019. MeshCNN: A Network with an Edge. ACMTrans. Graph. 38, 4, Article 90 (July 2019), 12 pages. https://doi.org/10.1145/3306346.3322959
需要预参数化的纹理迁移 Alla Sheffer, Emil Praun, Kenneth Rose, et al. 2007. Mesh parameterization methods and their applications. Foundations and Trends® in Computer Graphics and Vision 2, 2 (2007), 105–171.
从二维样例进行纹理迁移 Kai Xu, Daniel Cohen-Or, Tao Ju, Ligang Liu, Hao Zhang, Shizhe Zhou, and Yueshan Xiong. 2009. Feature-aligned shape texturing. ACMTransactions on Graphics (TOG) 28, 5 (2009), 108.
无需参数化的直接体素风格迁移三维模型 Hsueh-Ti Derek Liu and Alec Jacobson. 2019. Cubic stylization. ACMTransactions on Graphics (TOG) 38, 6 (Nov 2019), 1âĂŞ10. https://doi.org/10.1145/3355089.3356495
OptCuts二维到三维的纹理迁移 Minchen Li, Danny M. Kaufman, Vladimir G. Kim, Justin Solomon, and Alla Sheffer. 2018c. OptCuts: Joint Optimization of Surface Cuts and Parameterization. ACM Transactions on Graphics 37, 6 (2018). https://doi.org/10.1145/3272127.3275042