Representing 3D data using neural networks

@inproceedings{DBLP:conf/cvpr/MeschederONNG19,

author    = {Lars M. Mescheder and
             Michael Oechsle and
             Michael Niemeyer and
             Sebastian Nowozin and
             Andreas Geiger},
title     = {Occupancy Networks: Learning 3D Reconstruction in Function Space},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
             2019, Long Beach, CA, USA, June 16-20, 2019},
pages     = {4460--4470},
publisher = {Computer Vision Foundation / {IEEE}},
year      = {2019},
url       = {https://openaccess.thecvf.com/content_CVPR_2019/papers/Mescheder_Occupancy_Networks_Learning_3D_Reconstruction_in_Function_Space_CVPR_2019_paper.pdf},
doi       = {10.1109/CVPR.2019.00459},
timestamp = {Fri, 20 Nov 2020 13:22:22 +0100},
biburl    = {https://dblp.org/rec/conf/cvpr/MeschederONNG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}

}

@inproceedings{DBLP:conf/icml/GroppYHAL20,

author    = {Amos Gropp and
             Lior Yariv and
             Niv Haim and
             Matan Atzmon and
             Yaron Lipman},
title     = {Implicit Geometric Regularization for Learning Shapes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
             {ICML} 2020, 13-18 July 2020, Virtual Event},
series    = {Proceedings of Machine Learning Research},
volume    = {119},
pages     = {3789--3799},
publisher = {{PMLR}},
year      = {2020},
url       = {https://arxiv.org/pdf/2002.10099.pdf},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl    = {https://dblp.org/rec/conf/icml/GroppYHAL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}

}

@inproceedings{DBLP:conf/nips/SitzmannMBLW20,

author    = {Vincent Sitzmann and
             Julien N. P. Martel and
             Alexander W. Bergman and
             David B. Lindell and
             Gordon Wetzstein},
editor    = {Hugo Larochelle and
             Marc'Aurelio Ranzato and
             Raia Hadsell and
             Maria{-}Florina Balcan and
             Hsuan{-}Tien Lin},
title     = {Implicit Neural Representations with Periodic Activation Functions},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
             on Neural Information Processing Systems 2020, NeurIPS 2020, December
             6-12, 2020, virtual},
year      = {2020},
url       = {https://arxiv.org/pdf/2006.09661.pdf},
timestamp = {Tue, 19 Jan 2021 15:57:13 +0100},
biburl    = {https://dblp.org/rec/conf/nips/SitzmannMBLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}

}

@inproceedings{DBLP:conf/eccv/MildenhallSTBRN20,

author    = {Ben Mildenhall and
             Pratul P. Srinivasan and
             Matthew Tancik and
             Jonathan T. Barron and
             Ravi Ramamoorthi and
             Ren Ng},
editor    = {Andrea Vedaldi and
             Horst Bischof and
             Thomas Brox and
             Jan{-}Michael Frahm},
title     = {NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
             UK, August 23-28, 2020, Proceedings, Part {I}},
series    = {Lecture Notes in Computer Science},
volume    = {12346},
pages     = {405--421},
publisher = {Springer},
year      = {2020},
url       = {https://arxiv.org/pdf/2003.08934.pdf},
doi       = {10.1007/978-3-030-58452-8\_24},
timestamp = {Tue, 03 Nov 2020 17:24:58 +0100},
biburl    = {https://dblp.org/rec/conf/eccv/MildenhallSTBRN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}

}

Photometric reconstruction

@INPROCEEDINGS{8578585,

author={X. {Cao} and Z. {Chen} and A. {Chen} and X. {Chen} and S. {Li} and J. {Yu}},
booktitle={2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition}, 
title={Sparse Photometric 3D Face Reconstruction Guided by Morphable Models}, 
year={2018},
url ={https://openaccess.thecvf.com/content_cvpr_2018/papers/Cao_Sparse_Photometric_3D_CVPR_2018_paper.pdf},
volume={},
number={},
pages={4635-4644},
doi={10.1109/CVPR.2018.00487}}

@ARTICLE{7565643,

author={J. {Park} and S. N. {Sinha} and Y. {Matsushita} and Y. {Tai} and I. S. {Kweon}},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, 
title={Robust Multiview Photometric Stereo Using Planar Mesh Parameterization}, 
year={2017},
url={http://jaesik.info/publications/multiviewps/PAMI2016.pdf},
volume={39},
number={8},
pages={1591-1604},
doi={10.1109/TPAMI.2016.2608944}}

RGB-D scanning and refinement

@inproceedings{9e044f21543f49d4a1fd56113ea6ecd0, title = "Combining Depth Fusion and Photometric Stereo for Fine-Detailed 3D Models", author = "Erik Bylow and Robert Maier and Fredrik Kahl and Carl Olsson", year = "2019", url="https://vision.in.tum.de/_media/spezial/bib/bylow2019combining.pdf", doi = "10.1007/978-3-030-20205-7_22", language = "English", isbn = "9783030202040", series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)", publisher = "Springer", pages = "261–274", editor = "Michael Felsberg and Per-Erik Forss{\'e}n and Jonas Unger and Ida-Maria Sintorn", booktitle = "Image Analysis - 21st Scandinavian Conference, SCIA 2019, Proceedings", address = "Germany", note = "21st Scandinavian Conference on Image Analysis, SCIA 2019 ; Conference date: 11-06-2019 Through 13-06-2019", }

@INPROCEEDINGS{9157469,

author={J. H. {Lee} and H. {Ha} and Y. {Dong} and X. {Tong} and M. H. {Kim}},
booktitle={2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, 
title={TextureFusion: High-Quality Texture Acquisition for Real-Time RGB-D Scanning}, 
year={2020},
url={https://openaccess.thecvf.com/content_CVPR_2020/papers/Lee_TextureFusion_High-Quality_Texture_Acquisition_for_Real-Time_RGB-D_Scanning_CVPR_2020_paper.pdf},
volume={},
number={},
pages={1269-1277},
doi={10.1109/CVPR42600.2020.00135}}

@INPROCEEDINGS{8100064,

author={M. {Slavcheva} and M. {Baust} and D. {Cremers} and S. {Ilic}},
booktitle={2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, 
title={KillingFusion: Non-rigid 3D Reconstruction without Correspondences}, 
year={2017},
url={http://campar.in.tum.de/pub/slavcheva2017cvpr/slavcheva2017cvpr.pdf},
volume={},
number={},
pages={5474-5483},
doi={10.1109/CVPR.2017.581}}

@inproceedings{DBLP:conf/nips/RemelliLRGBBF20,

author    = {Edoardo Remelli and
             Artem Lukoianov and
             Stephan R. Richter and
             Beno{\^{\i}}t Guillard and
             Timur M. Bagautdinov and
             Pierre Baqu{\'{e}} and
             Pascal Fua},
editor    = {Hugo Larochelle and
             Marc'Aurelio Ranzato and
             Raia Hadsell and
             Maria{-}Florina Balcan and
             Hsuan{-}Tien Lin},
title     = {MeshSDF: Differentiable Iso-Surface Extraction},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
             on Neural Information Processing Systems 2020, NeurIPS 2020, December
             6-12, 2020, virtual},
year      = {2020},
url       = {https://arxiv.org/pdf/2006.03997.pdf},
timestamp = {Tue, 19 Jan 2021 15:57:09 +0100},
biburl    = {https://dblp.org/rec/conf/nips/RemelliLRGBBF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}

}

@inproceedings{DBLP:conf/cvpr/AzinovicLKN19,

author    = {Dejan Azinovic and
             Tzu{-}Mao Li and
             Anton Kaplanyan and
             Matthias Nie{\ss}ner},
title     = {Inverse Path Tracing for Joint Material and Lighting Estimation},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
             2019, Long Beach, CA, USA, June 16-20, 2019},
pages     = {2447--2456},
publisher = {Computer Vision Foundation / {IEEE}},
year      = {2019},
url       = {https://openaccess.thecvf.com/content_CVPR_2019/papers/Azinovic_Inverse_Path_Tracing_for_Joint_Material_and_Lighting_Estimation_CVPR_2019_paper.pdf},
doi       = {10.1109/CVPR.2019.00255},
timestamp = {Thu, 27 Aug 2020 07:31:34 +0200},
biburl    = {https://dblp.org/rec/conf/cvpr/AzinovicLKN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}

}

@inproceedings{DBLP:conf/cvpr/LiSRSC20,

author    = {Zhengqin Li and
             Mohammad Shafiei and
             Ravi Ramamoorthi and
             Kalyan Sunkavalli and
             Manmohan Chandraker},
title     = {Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying
             Lighting and {SVBRDF} From a Single Image},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
             {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages     = {2472--2481},
publisher = {{IEEE}},
year      = {2020},
url       = {https://openaccess.thecvf.com/content_CVPR_2020/papers/Li_Inverse_Rendering_for_Complex_Indoor_Scenes_Shape_Spatially-Varying_Lighting_and_CVPR_2020_paper.pdf},
doi       = {10.1109/CVPR42600.2020.00255},
timestamp = {Tue, 11 Aug 2020 16:59:49 +0200},
biburl    = {https://dblp.org/rec/conf/cvpr/LiSRSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}

}