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During 3D reconstruction, it is often the case that people cannot scan each individual object from all views, resulting in missing geometry in the captured scan.
A volumetric method for building complex models from range images
Brian Curless and Marc Levoy · 1996
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Least-squares meshes
Olga Sorkine and Daniel Cohen-Or · 2004
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Shape from symmetry
Sebastian Thrun and Ben Wegbreit · 2005
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Poisson surface reconstruction
Michael Kazhdan, Matthew Bolitho, and Hugues Hoppe · 2006
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Partial and approximate symmetry detection for 3d geometry
Niloy J Mitra, Leonidas J Guibas, and Mark Pauly · 2006
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Laplacian mesh optimization
Andrew Nealen, Takeo Igarashi, Olga Sorkine, and Marc Alexa · 2006
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A robust hole-filling algorithm for triangular mesh
Wei Zhao, Shuming Gao, and Hongwei Lin · 2007
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Discovering structural regularity in 3d geometry
Mark Pauly, Niloy J Mitra, Johannes Wallner, Helmut Pottmann, and Leonidas J Guibas · 2008
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Acquiring 3d indoor environments with variability and repetition
Young Min Kim, Niloy J Mitra, Dong-Ming Yan, and Leonidas Guibas · 2012
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A search-classify approach for cluttered indoor scene understanding
Liangliang Nan, Ke Xie, and Andrei Sharf · 2012
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An interactive approach to semantic modeling of indoor scenes with an rgbd camera
Tianjia Shao, Weiwei Xu, Kun Zhou, Jingdong Wang, Dongping Li, and Baining Guo · 2012
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Screened poisson surface reconstruction
Michael Kazhdan and Hugues Hoppe · 2013
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Approximate symmetry detection in partial 3d meshes
Ivan Sipiran, Robert Gregor, and Tobias Schreck · 2014
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Sliding shapes for 3d object detection in depth images
Shuran Song and Jianxiong Xiao · 2014
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Fast r-cnn
Ross Girshick · 2015
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Database-assisted object retrieval for real-time 3d reconstruction
Yangyan Li, Angela Dai, Leonidas Guibas, and Matthias Nießner · 2015
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Faster r-cnn: Towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2015
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Deep sliding shapes for amodal 3d object detection in rgb-d images
Shuran Song and Jianxiong Xiao · 2015
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3d shapenets: A deep representation for volumetric shapes
Zhirong Wu, Shuran Song, Aditya Khosla, Fisher Yu, Linguang Zhang, Xiaoou Tang, and Jianxiong Xiao · 2015
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Ssd: Single shot multibox detector
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C Berg · 2016
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Enet: A deep neural network architecture for real-time semantic segmentation
Adam Paszke, Abhishek Chaurasia, Sangpil Kim, and Eugenio Culurciello · 2016
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Frustum pointnets for 3d object detection from rgb-d data
Charles R Qi, Wei Liu, Chenxia Wu, Hao Su, and Leonidas J Guibas · 2017
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Semantic scene completion from a single depth image
Shuran Song, Fisher Yu, Andy Zeng, Angel X Chang, Manolis Savva, and Thomas Funkhouser · 2017
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3dmv: Joint 3d-multi-view prediction for 3d semantic scene segmentation
Angela Dai and Matthias Nießner · 2018
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Scancomplete: Large-scale scene completion and semantic segmentation for 3d scans
Angela Dai, Daniel Ritchie, Martin Bokeloh, Scott Reed, Jürgen Sturm, and Matthias Nießner · 2018
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Focal loss for dense object detection
Tsung-Yi Lin, Priyal Goyal, Ross Girshick, Kaiming He, and Piotr Dollár · 2018
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You only look once: Unified, real-time object detection
Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi · 2016
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Data-driven contextual modeling for 3d scene understanding
Yifei Shi, Pinxin Long, Kai Xu, Hui Huang, and Yueshan Xiong · 2016
Cited alongside, same era.
A symmetry prior for convex variational 3d reconstruction
Pablo Speciale, Martin R Oswald, Andrea Cohen, and Marc Pollefeys · 2016
Cited alongside, same era.
Matterport3D: Learning from RGB-D data in indoor environments
Angel Chang, Angela Dai, Thomas Funkhouser, Maciej Halber, Matthias Niessner, Manolis Savva, Shuran Song, Andy Zeng, and Yinda Zhang · 2017
Cited alongside, same era.
Scannet: Richly-annotated 3d reconstructions of indoor scenes
Angela Dai, Angel X. Chang, Manolis Savva, Maciej Halber, Thomas Funkhouser, and Matthias Nießner · 2017
Cited alongside, same era.
Shape completion using 3d-encoder-predictor cnns and shape synthesis
Angela Dai, Charles Ruizhongtai Qi, and Matthias Nießner · 2017
Cited alongside, same era.
Submanifold sparse convolutional networks
Benjamin Graham and Laurens van der Maaten · 2017
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Weiyue Wang, Ronald Yu, Qiangui Huang, and Ulrich Neumann · 2018
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Gspn: Generative shape proposal network for 3d instance segmentation in point cloud
Li Yi, Wang Zhao, He Wang, Minhyuk Sung, and Leonidas Guibas · 2018
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Scan2cad: Learning cad model alignment in rgb-d scans
Armen Avetisyan, Manuel Dahnert, Angela Dai, Manolis Savva, Angel X. Chang, and Matthias Nießner · 2019
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End-to-end cad model retrieval and 9dof alignment in 3d scans
Armen Avetisyan, Angela Dai, and Matthias Nießner · 2019
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3d-bevis: Birds-eye-view instance segmentation
Cathrin Elich, Francis Engelmann, Jonas Schult, Theodora Kontogianni, and Bastian Leibe · 2019
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3d-sis: 3d semantic instance segmentation of rgb-d scans
Ji Hou, Angela Dai, and Matthias Niessner · 2019
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3d instance segmentation via multi-task metric learning
Jean Lahoud, Bernard Ghanem, Marc Pollefeys, and Martin R Oswald · 2019
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Masc: Multi-scale affinity with sparse convolution for 3d instance segmentation
Chen Liu and Yasutaka Furukawa · 2019
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Panopticfusion: Online volumetric semantic mapping at the level of stuff and things
Gaku Narita, Takashi Seno, Tomoya Ishikawa, and Yohsuke Kaji · 2019
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Deep hough voting for 3d object detection in point clouds
Charles R Qi, Or Litany, Kaiming He, and Leonidas J Guibas · 2019
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Learning object bounding boxes for 3d instance segmentation on point clouds
Bo Yang, Jianan Wang, Ronald Clark, Qingyong Hu, Sen Wang, Andrew Markham, and Niki Trigoni · 2019
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