Awesome Planar Reconstruction

Papers

Those with piece-wise planarity are highlighted.

Plane Extraction / Detection

Title	Authors	Venue	Year	Resources
Efficient RANSAC for Point-Cloud Shape Detection	Ruwen Schnabel et al.	Computer Graphics Forum	2007	[PDF] [CODE]
The 3D Hough Transform for Plane Detection in Point Clouds: A Review and a new Accumulator Design	Dorit Borrmann et al.	3D Research	2011	[PDF]
Planar Shape Detection at Structural Scales	Hao Fang et al.	CVPR	2018	[PDF]
Plane Segmentation Based on the Optimal-vector-field in LiDAR Point Clouds	Sheng Xu et al.	PAMI	2020	[PDF]
From Planes to Corners: Multi-Purpose Primitive Detection in Unorganized 3D Point Clouds	Christiane Sommer et al.	ICRA	2020	[PDF] [CODE]
Supervised Fitting of Geometric Primitives to 3D Point Clouds	Lingxiao Li et al.	CVPR	2019	[PDF] [CODE]
Highly Parallelizable Plane Extraction for Organized Point Clouds Using Spherical Convex Hulls	Hannes Möls et al.	ICRA	2020	[PDF]
CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds	Eric-Tuan Lê et al.	ICCV	2021	[PDF] [CODE]

Single-view Reconstruction

Title	Authors	Venue	Year	Resources
PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image	Chen Liu et al.	CVPR	2018	[PDF] [CODE]
Recovering 3D Planes from a Single Image via Convolutional Neural Networks	Fengting Yang and Zihan Zhou	ECCV	2018	[PDF] [CODE]
PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image	Chen Liu et al.	CVPR	2019	[PDF] [CODE]
Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding	Zehao Yu et al.	CVPR	2019	[PDF] [CODE]
Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks	Junyi Pan et al.	ICCV	2019	[PDF] [CODE]
Mesh R-CNN	Georgia Gkioxari et al.	ICCV	2019	[PDF] [CODE]
Learning Pairwise Inter-Plane Relations for Piecewise Planar Reconstruction	Yiming Qian and Yasutaka Furukawa	ECCV	2020	[PDF]

Multi-view Reconstruction

Title	Authors	Venue	Year	Resources
Reconstructing piecewise planar scenes with multi-view regularization	Weijie Xi and Xuejin Chen	Computational Visual Media	2019	[PDF]
PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo	Jiachen Liu et al.	CVPR	2022	[PDF]

Generative / Implicit Field

Title	Authors	Venue	Year	Resources
Continuous Signed Distance Functions for 3D Vision	Simen Haugo et al.	3DV	2017	[PDF]
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface	Thibault Groueix et al.	CVPR	2018	[PDF] [CODE]
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation	Jeong Joon Park et al.	CVPR	2019	[PDF] [CODE]
Occupancy Networks: Learning 3D Reconstruction in Function Space	Lars Mescheder et al.	CVPR	2019	[PDF] [CODE]
Learning Implicit Fields for Generative Shape Modeling	Zhiqin Chen and Hao Zhang	CVPR	2019	[PDF] [CODE]
Learning Shape Templates with Structured Implicit Functions	Kyle Genova et al.	ICCV	2019	[PDF]
BSP-Net: Generating Compact Meshes via Binary Space Partitioning	Zhiqin Chen et al.	CVPR	2020	[PDF] [CODE]
Points2Surf: Learning Implicit Surfaces from Point Clouds	Philipp Erler et al.	ECCV	2020	[PDF] [CODE]
Overfit Neural Networks as a Compact Shape Representation	Thomas Davies et al.	arXiv	2020	[PDF]
Implicit Geometric Regularization for Learning Shapes	Amos Gropp et al.	ICML	2020	[PDF] [CODE]
Deep Parametric Shape Predictions using Distance Fields	Dmitriy Smirnov et al.	CVPR	2020	[PDF] [CODE]
PolyGen: An Autoregressive Generative Model of 3D Meshes	Charlie Nash et al.	arXiv	2020	[PDF]
CvxNet: Learnable Convex Decomposition	Boyang Deng et al.	arXiv	2020	[PDF] [CODE]
Local Deep Implicit Functions for 3D Shape	Kyle Genova et al.	CVPR	2020	[PDF] [CODE]
Coupling Explicit and Implicit Surface Representations for Generative 3D Modeling	Omid Poursaeed et al.	ECCV	2020	[PDF]
CAPRI-Net: Learning Compact CAD Shapes with Adaptive Primitive Assembly	Fenggen Yu et al.	CVPR	2022	[PDF]
Neural 3D Scene Reconstruction with the Manhattan-world Assumption	Haoyu Guo et al.	CVPR	2022	[PAGE]
NeuRIS: Neural Reconstruction of Indoor Scenes Using Normal Priors	Jiepeng Wang et al.	ECCV	2022	[PAGE]

Kinetic Reconstruction

Title	Authors	Venue	Year	Resources
KIPPI: KInetic Polygonal Partitioning of Images	JEAN-PHILIPPE BAUCHET and FLORENT LAFARGE	CVPR	2018	[PDF] [CODE]
Approximating shapes in images with low-complexity polygons	Muxingzi Li et al.	CVPR	2020	[PDF] [CODE]
Kinetic Shape Reconstruction	JEAN-PHILIPPE BAUCHET and FLORENT LAFARGE	SIGGRAPH	2020	[PDF]

Mesh Deformation

Title	Authors	Venue	Year	Resources
Point2Mesh: A Self-Prior for Deformable Meshes	RANA HANOCKA et al.	SIGGRAPH	2020	[PDF] [CODE]
ShapeFlow: Learnable Deformations Among 3D Shapes	Chiyu Jiang et al.	NeurIPS	2020	[PDF] [CODE]
Neural Mesh Flow: 3D Manifold Mesh Generation via Diffeomorphic Flows	Kunal Gupta and Manmohan Chandraker	NeurIPS	2020	[PDF] [CODE]
Learning Deformable Tetrahedral Meshes for 3D Reconstruction	Jun Gao et al.	NeurIPS	2020	[PDF] [CODE]

Constructive / Parametric Geometry

Title	Authors	Venue	Year	Resources
Boolean operations on 3D selective Nef complexes: Data structure, algorithms, optimized implementation and experiments	Peter Hachenberger et al.	Computational Geometry	2007	[PDF] [CODE]
Mesh arrangements for solid geometry	Qingnan Zhou et al.	SIGGRAPH	2016	[PDF] [CODE]
3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks	Chuhang Zou et al.	ICCV	2017	[PDF] [CODE]
CSGNet: Neural Shape Parser for Constructive Solid Geometry	Gopal Sharma et al.	CVPR	2018	[PDF]
Surface Reconstruction from 3D Line Segments	Pierre-Alain Langlois et al.	3DV	2019	[PDF] [CODE]
ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds	Gopal Sharma et al.	ECCV	2020	[PDF] [CODE]
PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes arXiv:1911.10949v3	Rundi Wu et al.	CVPR	2020	[PDF] [CODE]
UCSG-Net -- Unsupervised Discovering of Constructive Solid Geometry Tree	Kacper Kania et al.	NIPS	2020	[PDF] [CODE]
State of the Art on Computational Design of Assemblies with Rigid Parts	Ziqi Wang et al.	EUROGRAPHICS	2021	[PDF]
Reconstruction of Convex Polytope Compositions from 3D Point-clouds	Markus Friedrich and Pierre-Alain Fayolle	GRAPP	2021	[PDF] [CODE]

Triangulation

Title	Authors	Venue	Year	Resources
PointTriNet: Learned Triangulation of 3D Point Sets	Nicholas Sharp and Maks Ovsjanikov	ECCV	2020	[PDF] [CODE]

Wireframe

Title	Authors	Venue	Year	Resources
PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds	Yujia Liu et al.	ICLR	2021	[PDF]

Urban Reconstruction

Title	Authors	Venue	Year	Resources
LOD Generation for Urban Scenes	Yannick Verdie et al.	ACM TOG	2015	[PDF]
Manhattan-world Urban Reconstruction from Point Clouds	Minglei Li et al.	ECCV	2016	[PDF]
Connect-and-Slice: an hybrid approach for reconstructing 3D objects	Hao Fang et al.	CVPR	2020	[PDF]
Relation-Constrained Automatic 3D Reconstruction of Buildings in Metropolitan Areas from Photogrammetric Point Clouds	Yuan Li and Bo Wu	Remote Sensing	2021	[PDF]
Combined Rule-Based and Hypothesis-Based Method for Building Model Reconstruction from Photogrammetric Point Clouds	Linfu Xie et al.	Remote Sensing	2021	[PDF]
Reconstructing Compact Building Models from Point Clouds Using Deep Implicit Fields	Zhaiyu Chen et al.	ISPRS	2022	[PDF] [CODE]
Point2Roof: End-to-end 3D Building Roof Modeling from Airborne LiDAR Point Clouds	Li Li et al.	ISPRS	2022	[PDF] [CODE]

License

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