Fetching the paper…
Reading the bibliography…
This work considers a new task in geometric deep learning: generating a triangulation among a set of points in 3D space.
Boissonnat, J.D.: Geometric structures for three-dimensional shape representation. ACM Transactions on Graphics (TOG) 3
1984
Earlier work this paper cites.
Hoppe, H., DeRose, T., Duchamp, T., McDonald, J., Stuetzle, W.: Surface reconstruction from unorganized points, vol. 26. ACM (1992)
1992
Earlier work this paper cites.
Edelsbrunner, H., Mücke, E.P.: Three-dimensional alpha shapes. ACM Transactions on Graphics (TOG) 13
1994
Earlier work this paper cites.
Curless, B., Levoy, M.: A volumetric method for building complex models from range images. In: Proceedings of the 23rd Annual Conference on Computer Graphics and Interactive Techniques. pp. 303–312. Proc. SIGGRAPH (1996)
1996
Earlier work this paper cites.
Amenta, N., Bern, M., Kamvysselis, M.: A new voronoi-based surface reconstruction algorithm. Proc. SIGGRAPH pp. 415–421 (1998)
1998
Earlier work this paper cites.
Barequet, G., Dickerson, M., Eppstein, D.: On triangulating three-dimensional polygons. Computational Geometry 10
1998
Earlier work this paper cites.
Amenta, N., Bern, M.: Surface reconstruction by voronoi filtering. Discrete & Computational Geometry 22
1999
Earlier work this paper cites.
Bernardini, F., Mittleman, J., Rushmeier, H., Silva, C., Taubin, G.: The ball-pivoting algorithm for surface reconstruction. IEEE transactions on visualization and computer graphics 5
1999
Earlier work this paper cites.
Treece, G.M., Prager, R.W., Gee, A.H.: Regularised marching tetrahedra: improved iso-surface extraction. Computers & Graphics 23
1999
Earlier work this paper cites.
Amenta, N., Choi, S., Kolluri, R.K.: The power crust, unions of balls, and the medial axis transform. Computational Geometry 19
2001
Earlier work this paper cites.
Kolluri, R., Shewchuk, J.R., O’Brien, J.F.: Spectral surface reconstruction from noisy point clouds. In: Proceedings of the 2004 Eurographics/ACM SIGGRAPH symposium on Geometry processing. pp. 11–21. ACM (2004)
2004
Earlier work this paper cites.
Lipman, Y., Sorkine, O., Cohen-Or, D., Levin, D., Rossi, C., Seidel, H.P.: Differential coordinates for interactive mesh editing. In: Proceedings Shape Modeling Applications, 2004. pp. 181–190. IEEE (2004)
2004
Earlier work this paper cites.
Boissonnat, J.D., Oudot, S.: Provably good sampling and meshing of surfaces. Graphical Models 67
2005
Earlier work this paper cites.
Dey, T.K.: Curve and surface reconstruction: algorithms with mathematical analysis, vol. 23. Cambridge University Press (2006)
2006
Earlier work this paper cites.
Kazhdan, M., Bolitho, M., Hoppe, H.: Poisson surface reconstruction. In: Proceedings of the fourth Eurographics symposium on Geometry processing. vol. 7 (2006)
2006
Earlier work this paper cites.
Newman, T.S., Yi, H.: A survey of the marching cubes algorithm. Computers & Graphics 30
2006
Earlier work this paper cites.
Mullen, P., De Goes, F., Desbrun, M., Cohen-Steiner, D., Alliez, P.: Signing the unsigned: Robust surface reconstruction from raw pointsets. In: Computer Graphics Forum. vol. 29, pp. 1733–1741. Wiley Online Library (2010)
2010
Cited alongside, same era.
Nair, V., Hinton, G.E.: Rectified linear units improve restricted boltzmann machines. In: Proceedings of the 27th international conference on machine learning (ICML-10). pp. 807–814 (2010)
2010
Cited alongside, same era.
Biedl, T., Durocher, S., Snoeyink, J.: Reconstructing polygons from scanner data. Theoretical Computer Science 412
2011
Cited alongside, same era.
Kazhdan, M., Hoppe, H.: Screened poisson surface reconstruction. ACM Transactions on Graphics (ToG) 32
2013
Cited alongside, same era.
Girshick, R., Donahue, J., Darrell, T., Malik, J.: Rich feature hierarchies for accurate object detection and semantic segmentation. In: Proceedings of the IEEE conference on computer vision and pattern recognition. pp. 580–587 (2014)
Kanazawa, A., Tulsiani, S., Efros, A.A., Malik, J.: Learning category-specific mesh reconstruction from image collections. In: Proceedings of the European Conference on Computer Vision (ECCV). pp. 371–386 (2018)
2018
Later among the works it cites.
Liao, Y., Donne, S., Geiger, A.: Deep marching cubes: Learning explicit surface representations. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 2916–2925 (2018)
2018
Later among the works it cites.
Litany, O., Bronstein, A., Bronstein, M., Makadia, A.: Deformable shape completion with graph convolutional autoencoders. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 1886–1895 (2018)
2018
Later among the works it cites.
Wang, N., Zhang, Y., Li, Z., Fu, Y., Liu, W., Jiang, Y.G.: Pixel2mesh: Generating 3d mesh models from single rgb images. In: Proceedings of the European Conference on Computer Vision (ECCV). pp. 52–67 (2018)
2018
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
2014
Cited alongside, same era.
Srivastava, N., Hinton, G., Krizhevsky, A., Sutskever, I., Salakhutdinov, R.: Dropout: a simple way to prevent neural networks from overfitting. The journal of machine learning research 15
2014
Cited alongside, same era.
2015
Cited alongside, same era.
Ren, S., He, K., Girshick, R., Sun, J.: Faster r-cnn: Towards real-time object detection with region proposal networks. In: Advances in neural information processing systems. pp. 91–99 (2015)
2015
Cited alongside, same era.
Khatamian, A., Arabnia, H.R.: Survey on 3d surface reconstruction. Journal of Information Processing Systems 12
2016
Cited alongside, same era.
Shewchuk, J., Dey, T.K., Cheng, S.W.: Delaunay mesh generation. Chapman and Hall/CRC (2016)
2016
Cited alongside, same era.
2017
Cited alongside, same era.
Berger, M., Tagliasacchi, A., Seversky, L.M., Alliez, P., Guennebaud, G., Levine, J.A., Sharf, A., Silva, C.T.: A survey of surface reconstruction from point clouds. In: Computer Graphics Forum. vol. 36, pp. 301–329. Wiley Online Library (2017)
2017
Cited alongside, same era.
Chen, Z., Zhang, H.: Learning implicit fields for generative shape modeling. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 5939–5948 (2019)
2019
Later among the works it cites.
Dai, A., Nießner, M.: Scan2mesh: From unstructured range scans to 3d meshes. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 5574–5583 (2019)
2019
Later among the works it cites.
2019
Later among the works it cites.
Gkioxari, G., Malik, J., Johnson, J.: Mesh r-cnn. arXiv preprint arXiv:1906.02739 (2019)
2019
Later among the works it cites.
Lin, C.H., Wang, O., Russell, B.C., Shechtman, E., Kim, V.G., Fisher, M., Lucey, S.: Photometric mesh optimization for video-aligned 3d object reconstruction. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 969–978 (2019)
2019
Later among the works it cites.
Mescheder, L., Oechsle, M., Niemeyer, M., Nowozin, S., Geiger, A.: Occupancy networks: Learning 3d reconstruction in function space. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 4460–4470 (2019)
2019
Later among the works it cites.
Pan, J., Han, X., Chen, W., Tang, J., Jia, K.: Deep mesh reconstruction from single rgb images via topology modification networks. In: Proceedings of the IEEE International Conference on Computer Vision. pp. 9964–9973 (2019)
2019
Later among the works it cites.
Park, J.J., Florence, P., Straub, J., Newcombe, R., Lovegrove, S.: DeepSDF: Learning continuous signed distance functions for shape representation. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 165–174 (2019)
2019
Later among the works it cites.
Rakotosaona, M.J., La Barbera, V., Guerrero, P., Mitra, N.J., Ovsjanikov, M.: Pointcleannet: Learning to denoise and remove outliers from dense point clouds. In: Computer Graphics Forum. Wiley Online Library (2019)
2019
Later among the works it cites.
Williams, F., Schneider, T., Silva, C., Zorin, D., Bruna, J., Panozzo, D.: Deep geometric prior for surface reconstruction. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 10130–10139 (2019)
2019
Later among the works it cites.
Chen, Z., Tagliasacchi, A., Zhang, H.: Bsp-net: Generating compact meshes via binary space partitioning. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 45–54 (2020)
2020
Closest in time.
Deng, B., Genova, K., Yazdani, S., Bouaziz, S., Hinton, G., Tagliasacchi, A.: Cvxnet: Learnable convex decomposition. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 31–44 (2020)
2020
Closest in time.