3D Reconstruction

3D Reconstruction is the task of creating a 3D model or representation of an object or scene from 2D images or other data sources. The goal of 3D reconstruction is to create a virtual representation of an object or scene that can be used for a variety of purposes, such as visualization, animation, simulation, and analysis. It can be used in fields such as computer vision, robotics, and virtual reality.

Image: Gwak et al

Papers

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Showing 2151–2175 of 2326 papers

Title	Date	Tasks	Status
Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting	Aug 4, 2017	3D ReconstructionSurface Reconstruction	CodeCode Available
A Learning-based Framework for Hybrid Depth-from-Defocus and Stereo Matching	Aug 2, 2017	3D ReconstructionStereo Matching	—Unverified
InfiniTAM v3: A Framework for Large-Scale 3D Reconstruction with Loop Closure	Aug 2, 2017	3D ReconstructionGPU	CodeCode Available
3D Sketching using Multi-View Deep Volumetric Prediction	Jul 26, 2017	3D ReconstructionPrediction	—Unverified
Compact Model Representation for 3D Reconstruction	Jul 23, 2017	3D Reconstructionmodel	—Unverified
3D Shape Reconstruction from Sketches via Multi-view Convolutional Networks	Jul 20, 2017	3D Reconstruction3D Shape Reconstruction	CodeCode Available
"Maximizing rigidity" revisited: a convex programming approach for generic 3D shape reconstruction from multiple perspective views	Jul 17, 2017	3D Reconstruction3D Shape Reconstruction	—Unverified
LabelFusion: A Pipeline for Generating Ground Truth Labels for Real RGBD Data of Cluttered Scenes	Jul 15, 2017	3D ReconstructionObject	CodeCode Available
Pixel-variant Local Homography for Fisheye Stereo Rectification Minimizing Resampling Distortion	Jul 12, 2017	3D ReconstructionStereo Matching	—Unverified
Fast 3D Reconstruction of Faces With Glasses	Jul 1, 2017	3D Face Reconstruction3D Reconstruction	—Unverified
Semantic Multi-View Stereo: Jointly Estimating Objects and Voxels	Jul 1, 2017	3D Reconstruction	—Unverified
Semantically Coherent Co-Segmentation and Reconstruction of Dynamic Scenes	Jul 1, 2017	3D ReconstructionSegmentation	—Unverified
KillingFusion: Non-Rigid 3D Reconstruction Without Correspondences	Jul 1, 2017	3D ReconstructionUnity	—Unverified
Stereo-Based 3D Reconstruction of Dynamic Fluid Surfaces by Global Optimization	Jul 1, 2017	3D geometry3D Reconstruction	—Unverified
An Efficient Background Term for 3D Reconstruction and Tracking With Smooth Surface Models	Jul 1, 2017	3D ReconstructionObject	—Unverified
DUST: Dual Union of Spatio-Temporal Subspaces for Monocular Multiple Object 3D Reconstruction	Jul 1, 2017	3D ReconstructionClustering	—Unverified
Semi-Calibrated Near Field Photometric Stereo	Jul 1, 2017	3D Reconstruction	—Unverified
Predicting Behaviors of Basketball Players From First Person Videos	Jul 1, 2017	3D Reconstruction	—Unverified
Polarimetric Multi-View Stereo	Jul 1, 2017	3D Reconstruction	—Unverified
A Practical Method for Fully Automatic Intrinsic Camera Calibration Using Directionally Encoded Light	Jul 1, 2017	3D ReconstructionCamera Calibration	—Unverified
Face Normals "In-The-Wild" Using Fully Convolutional Networks	Jul 1, 2017	3D Reconstruction	—Unverified
Semantically Informed Multiview Surface Refinement	Jun 26, 2017	3D geometry3D Reconstruction	—Unverified
A comparative study of breast surface reconstruction for aesthetic outcome assessment	Jun 20, 2017	3D ReconstructionSurface Reconstruction	—Unverified
Superhuman Accuracy on the SNEMI3D Connectomics Challenge	May 31, 2017	3D ReconstructionElectron Microscopy Image Segmentation	CodeCode Available
Weakly supervised 3D Reconstruction with Adversarial Constraint	May 31, 2017	3D Reconstruction	CodeCode Available

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All datasets DTU ShapeNet Data3D−R2N2 Scan2CAD 3DPeople Aria Digital Twin Dataset Aria Synthetic Environments ScanNet

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	3D-R2N2	Overall	0.63	—	Unverified
2	Gipuma	Overall	0.58	—	Unverified
3	COLMAP	Overall	0.53	—	Unverified
4	MVSNet	Overall	0.46	—	Unverified
5	Vis-MVSNet	Overall	0.37	—	Unverified
6	AA-RMVSNet	Overall	0.36	—	Unverified
7	Cas-MVSNet	Overall	0.36	—	Unverified
8	EPP-MVSNet	Overall	0.36	—	Unverified
9	PatchmatchNet	Overall	0.35	—	Unverified
10	CVP-MVSNet	Overall	0.35	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MD-GON	IoU	92.8	—	Unverified
2	POCO	IoU	92.6	—	Unverified
3	FS-SDF	IoU	91.2	—	Unverified
4	DP-ConvONet	IoU	89.5	—	Unverified
5	ConvONet	IoU	88.4	—	Unverified
6	ONet	IoU	76.1	—	Unverified
7	EVolT	IoU	73.8	—	Unverified
8	ZubicLio	IoU	65.43	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	AttSets	3DIoU	0.64	—	Unverified
2	PSGN	3DIoU	0.64	—	Unverified
3	OGN	3DIoU	0.6	—	Unverified
4	3D-R2N2	3DIoU	0.56	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Scan2CAD	Average Accuracy	31.68	—	Unverified
2	3DMatch	Average Accuracy	10.29	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SVCP	Chamfer	10	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EVL	Accuracy	18.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EVL	Accuracy	5.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Atlas (finetuned)	3DIoU	89.4	—	Unverified