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3D reconstruction from a single 2D image was extensively covered in the literature but relies on depth supervision at training time, which limits its applicability.
Marching cubes: A high resolution 3d surface construction algorithm
William E Lorensen and Harvey E Cline · 1987
Earlier work this paper cites.
Depth relief
Jan J Koenderink, Andrea J van Doorn, and Astrid ML Kappers · 1995
Earlier work this paper cites.
A volumetric method for building complex models from range images
Brian Curless and Marc Levoy · 1996
Earlier work this paper cites.
Tour into the picture: using a spidery mesh interface to make animation from a single image
Youichi Horry, Ken-Ichi Anjyo, and Kiyoshi Arai · 1997
Earlier work this paper cites.
Probabilistic self-organizing map and radial basis function networks
Fatiha Anouar, Fouad Badran, and Sylvie Thiria · 1998
Earlier work this paper cites.
3d reconstruction from a single image using geometric constraints
Frank A Van den Heuvel · 1998
Earlier work this paper cites.
A method for interactive 3d reconstruction of piecewise planar objects from single images
Peter Sturm and Steve Maybank · 1999
Earlier work this paper cites.
Part-based 3d descriptions of complex objects from a single image
M. Zerroug and R. Nevatia · 1999
Earlier work this paper cites.
Image quality assessment: from error visibility to structural similarity
Zhou Wang, A.C. Bovik, H.R. Sheikh, and E.P. Simoncelli · 2004
Earlier work this paper cites.
Transformations and projections in computer graphics
David Salomon · 2006
Earlier work this paper cites.
Kinectfusion: Real-time dense surface mapping and tracking
Richard A. Newcombe, Shahram Izadi, Otmar Hilliges, David Molyneaux, David Kim, Andrew J. Davison, Pushmeet Kohli, Jamie Shotton, Steve Hodges, and Andrew W. Fitzgibbon · 2011
Earlier work this paper cites.
Are we ready for autonomous driving? the kitti vision benchmark suite
Andreas Geiger, Philip Lenz, and Raquel Urtasun · 2012
Earlier work this paper cites.
Single-view to multi-view: Reconstructing unseen views with a convolutional network
Maxim Tatarchenko, Alexey Dosovitskiy, and Thomas Brox · 2015
Earlier work this paper cites.
Bundlefusion: Real-time globally consistent 3d reconstruction using on-the-fly surface re-integration
Angela Dai, Matthias Nießner, Michael Zollöfer, Shahram Izadi, and Christian Theobalt · 2017
Earlier work this paper cites.
A point set generation network for 3d object reconstruction from a single image
Haoqiang Fan, Hao Su, and Leonidas J. Guibas · 2017
Earlier work this paper cites.
Unsupervised monocular depth estimation with left-right consistency
Clément Godard, Oisin Mac Aodha, and Gabriel J. Brostow · 2017
Earlier work this paper cites.
Roomnet: End-to-end room layout estimation
Chen-Yu Lee, Vijay Badrinarayanan, Tomasz Malisiewicz, and Andrew Rabinovich · 2017
Earlier work this paper cites.
3dmatch: Learning local geometric descriptors from rgb-d reconstructions
Andy Zeng, Shuran Song, Matthias Nießner, Matthew Fisher, Jianxiong Xiao, and Thomas Funkhouser · 2017
Earlier work this paper cites.
Learning representations and generative models for 3D point clouds
Panos Achlioptas, Olga Diamanti, Ioannis Mitliagkas, and Leonidas Guibas · 2018
Earlier work this paper cites.
Holistic 3d scene parsing and reconstruction from a single rgb image
Siyuan Huang, Siyuan Qi, Yixin Zhu, Yinxue Xiao, Yuanlu Xu, and Song-Chun Zhu · 2018
Earlier work this paper cites.
Deep marching cubes: Learning explicit surface representations
Yiyi Liao, Simon Donné, and Andreas Geiger · 2018
Earlier work this paper cites.
Pixel2mesh: Generating 3d mesh models from single rgb images
Nanyang Wang, Yinda Zhang, Zhuwen Li, Yanwei Fu, Wei Liu, and Yu-Gang Jiang · 2018
Earlier work this paper cites.
The unreasonable effectiveness of deep features as a perceptual metric
Richard Zhang, Phillip Isola, Alexei A. Efros, Eli Shechtman, and Oliver Wang · 2018
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Layoutnet: Reconstructing the 3d room layout from a single rgb image
Chuhang Zou, Alex Colburn, Qi Shan, and Derek Hoiem · 2018
Earlier work this paper cites.
SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR Sequences
J. Behley, M. Garbade, A. Milioto, J. Quenzel, S. Behnke, C. Stachniss, and J. Gall · 2019
Earlier work this paper cites.
Mesh r-cnn
Georgia Gkioxari, Jitendra Malik, and Justin Johnson · 2019
Earlier work this paper cites.
Digging into self-supervised monocular depth prediction
Clément Godard, Oisin Mac Aodha, Michael Firman, and Gabriel J. Brostow · 2019
Earlier work this paper cites.
Location field descriptors: Single image 3d model retrieval in the wild
Alexander Grabner, Peter M Roth, and Vincent Lepetit · 2019
Earlier work this paper cites.
Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2019
Earlier work this paper cites.
Local light field fusion: Practical view synthesis with prescriptive sampling guidelines
Ben Mildenhall, Pratul P. Srinivasan, Rodrigo Ortiz-Cayon, Nima Khademi Kalantari, Ravi Ramamoorthi, Ren Ng, and Abhishek Kar · 2019
Earlier work this paper cites.
3D ken burns effect from a single image
Simon Niklaus, Long Mai, Jimei Yang, and Feng Liu · 2019
Cited alongside, same era.
DeepSDF: Learning continuous signed distance functions for shape representation
Jeong Joon Park, Peter Florence, Julian Straub, Richard A. Newcombe, and Steven Lovegrove · 2019
Cited alongside, same era.
Scene representation networks: Continuous 3d-structure-aware neural scene representations
Vincent Sitzmann, Michael Zollhöfer, and Gordon Wetzstein · 2019
Cited alongside, same era.
Horizonnet: Learning room layout with 1d representation and pano stretch data augmentation
Cheng Sun, Chi-Wei Hsiao, Min Sun, and Hwann-Tzong Chen · 2019
Cited alongside, same era.
EfficientNet: Rethinking model scaling for convolutional neural networks
Mingxing Tan and Quoc Le · 2019
Cited alongside, same era.
Disn: Deep implicit surface network for high-quality single-view 3d reconstruction
Light field networks: Neural scene representations with single-evaluation rendering
Vincent Sitzmann, Semon Rezchikov, William T. Freeman, Joshua B. Tenenbaum, and Fredo Durand · 2021
Later among the works it cites.
Resolution-robust large mask inpainting with fourier convolutions
Roman Suvorov, Elizaveta Logacheva, Anton Mashikhin, Anastasia Remizova, Arsenii Ashukha, Aleksei Silvestrov, Naejin Kong, Harshith Goka, Kiwoong Park, and Victor S. Lempitsky · 2021
Later among the works it cites.
GRF: Learning a general radiance field for 3D scene representation and rendering
Alex Trevithick and Bo Yang · 2021
Later among the works it cites.
pixelNeRF: Neural radiance fields from one or few images
Alex Yu, Vickie Ye, Matthew Tancik, and Angjoo Kanazawa · 2021
Later among the works it cites.
Single-shot scene reconstruction
Sergey Zakharov, Rares Ambrus, Vitor Campagholo Guizilini, Dennis Park, Wadim Kehl, Frédo Durand, Joshua B. Tenenbaum, Vincent Sitzmann, Jiajun Wu, and Adrien Gaidon · 2021
Later among the works it cites.
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Qiangeng Xu, Weiyue Wang, Duygu Ceylan, Radomir Mech, and Ulrich Neumann · 2019
Cited alongside, same era.
Pointflow: 3d point cloud generation with continuous normalizing flows
Guandao Yang, Xun Huang, Zekun Hao, Ming-Yu Liu, Serge Belongie, and Bharath Hariharan · 2019
Cited alongside, same era.
nuscenes: A multimodal dataset for autonomous driving
Holger Caesar, Varun Bankiti, Alex H. Lang, Sourabh Vora, Venice Erin Liong, Qiang Xu, Anush Krishnan, Yu Pan, Giancarlo Baldan, and Oscar Beijbom · 2020
Cited alongside, same era.
3d sketch-aware semantic scene completion via semi-supervised structure prior
Xiaokang Chen, Kwan-Yee Lin, Chen Qian, Gang Zeng, and Hongsheng Li · 2020
Cited alongside, same era.
Bsp-net: Generating compact meshes via binary space partitioning
Zhiqin Chen, Andrea Tagliasacchi, and Hao Zhang · 2020
Cited alongside, same era.
Drwr: A differentiable renderer without rendering for unsupervised 3d structure learning from silhouette images
Zhizhong Han, Chao Chen, Yu-Shen Liu, and Matthias Zwicker · 2020
Cited alongside, same era.
Anisotropic convolutional networks for 3d semantic scene completion
Jie Li, Kai Han, Peng Wang, Yu Liu, and Xia Yuan · 2020
Cited alongside, same era.
Holistic 3d scene understanding from a single image with implicit representation
Cheng Zhang, Zhaopeng Cui, Yinda Zhang, Bing Zeng, Marc Pollefeys, and Shuaicheng Liu · 2021
Later among the works it cites.
An effective loss function for generating 3d models from single 2d image without rendering
Nikola Zubi’c and Pietro Lio’ · 2021
Later among the works it cites.
Mip-nerf 360: Unbounded anti-aliased neural radiance fields
Jonathan T. Barron, Ben Mildenhall, Dor Verbin, Pratul P. Srinivasan, and Peter Hedman · 2022
Closest in time.
Fwd: Real-time novel view synthesis with forward warping and depth
Ang Cao, C. Rockwell, and Justin Johnson · 2022
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Monoscene: Monocular 3d semantic scene completion
Anh-Quan Cao and Raoul de Charette · 2022
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Depth-supervised NeRF: Fewer views and faster training for free
Kangle Deng, Andrew Liu, Jun-Yan Zhu, and Deva Ramanan · 2022
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Topologically-aware deformation fields for single-view 3d reconstruction
Shivam Duggal and Deepak Pathak · 2022
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Differentiable gradient sampling for learning implicit 3d scene reconstructions from a single image
Sayna Ebrahimi, Angjoo Kanazawa, and Trevor Darrell · 2022
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Efficientnerf efficient neural radiance fields
Tao Hu, Shu Liu, Yilun Chen, Tiancheng Shen, and Jiaya Jia · 2022
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Planes vs. chairs: Category-guided 3d shape learning without any 3d cues
Zixuan Huang, Stefan Stojanov, Anh Thai, Varun Jampani, and James M. Rehg · 2022
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Adanerf: Adaptive sampling for real-time rendering of neural radiance fields
Andreas Kurz, Thomas Neff, Zhaoyang Lv, Michael Zollhofer, and Markus Steinberger · 2022
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Symmnerf: Learning to explore symmetry prior for single-view view synthesis
Xingyi Li, Chaoyi Hong, Yiran Wang, Zhiguo Cao, Ke Xian, and Guosheng Lin · 2022
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2d gans meet unsupervised single-view 3d reconstruction
Feng Liu and Xiaoming Liu · 2022
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Autorf: Learning 3d object radiance fields from single view observations
Norman Müller, Andrea Simonelli, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner, and Peter Kontschieder · 2022
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Urban radiance fields
Konstantinos Rematas, Andrew Liu, Pratul P. Srinivasan, Jonathan T. Barron, Andrea Tagliasacchi, Tom Funkhouser, and Vittorio Ferrari · 2022
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Dense depth priors for neural radiance fields from sparse input views
Barbara Roessle, Jonathan T. Barron, Ben Mildenhall, Pratul P. Srinivasan, and Matthias Nießner · 2022
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3d semantic scene completion: a survey
Luis Roldao, Raoul De Charette, and Anne Verroust-Blondet · 2022
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Seeing 3d objects in a single image via self-supervised static-dynamic disentanglement
Prafull Sharma, Ayush Tewari, Yilun Du, Sergey Zakharov, Rares Ambrus, Adrien Gaidon, William T Freeman, Fredo Durand, Joshua B Tenenbaum, and Vincent Sitzmann · 2022
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Neural fields in visual computing and beyond
Yiheng Xie, Towaki Takikawa, Shunsuke Saito, Or Litany, Shiqin Yan, Numair Khan, Federico Tombari, James Tompkin, Vincent Sitzmann, and Srinath Sridhar · 2022
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Tri-perspective view for vision-based 3d semantic occupancy prediction
Yuanhui Huang, Wenzhao Zheng, Yunpeng Zhang, Jie Zhou, and Jiwen Lu · 2023
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Voxformer: Sparse voxel transformer for camera-based 3d semantic scene completion
Yiming Li, Zhiding Yu, Christopher Choy, Chaowei Xiao, Jose M Alvarez, Sanja Fidler, Chen Feng, and Anima Anandkumar · 2023
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Vision transformer for nerf-based view synthesis from a single input image
Kai-En Lin, Yen-Chen Lin, Wei-Sheng Lai, Tsung-Yi Lin, Yichang Shih, and Ravi Ramamoorthi · 2023
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Occdepth: A depth-aware method for 3d semantic scene completion
Ruihang Miao, Weizhou Liu, Mingrui Chen, Zheng Gong, Weixin Xu, Chen Hu, and Shuchang Zhou · 2023
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Behind the scenes: Density fields for single view reconstruction
Felix Wimbauer, Nan Yang, Christian Rupprecht, and Daniel Cremers · 2023
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