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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2251–2275 of 2326 papers

Title	Date	Tasks	Status
Structure From Motion Using Structure-Less Resection	Dec 1, 2015	3D Reconstruction	—Unverified
Direct, Dense, and Deformable: Template-Based Non-Rigid 3D Reconstruction From RGB Video	Dec 1, 2015	3D geometry3D Reconstruction	—Unverified
Exploiting Object Similarity in 3D Reconstruction	Dec 1, 2015	3D ReconstructionObject	—Unverified
Exploiting High Level Scene Cues in Stereo Reconstruction	Dec 1, 2015	3D ReconstructionScene Understanding	—Unverified
Polarized 3D: High-Quality Depth Sensing With Polarization Cues	Dec 1, 2015	3D ReconstructionVocal Bursts Intensity Prediction	—Unverified
A Brief Survey of Image Processing Algorithms in Electrical Capacitance Tomography	Oct 15, 2015	3D Reconstruction	—Unverified
Euclidean Auto Calibration of Camera Networks: Baseline Constraint Removes Scale Ambiguity	Oct 6, 2015	3D Reconstruction	—Unverified
InAR:Inverse Augmented Reality	Aug 11, 2015	3D Reconstruction	—Unverified
Efficient moving point handling for incremental 3D manifold reconstruction	Jul 20, 2015	3D ReconstructionManagement	—Unverified
Robust Performance-driven 3D Face Tracking in Long Range Depth Scenes	Jul 10, 2015	3D ReconstructionFace Model	—Unverified
Autonomous 3D Reconstruction Using a MAV	Jun 23, 2015	3D Reconstruction	—Unverified
3D Reconstruction from Full-view Fisheye Camera	Jun 20, 2015	3D Reconstruction	—Unverified
Resolving Scale Ambiguity Via XSlit Aspect Ratio Analysis	Jun 14, 2015	3D Reconstruction	—Unverified
From Single Image Query to Detailed 3D Reconstruction	Jun 1, 2015	3D ReconstructionRetrieval	—Unverified
SUN RGB-D: A RGB-D Scene Understanding Benchmark Suite	Jun 1, 2015	3D ReconstructionScene Understanding	—Unverified
Direct Structure Estimation for 3D Reconstruction	Jun 1, 2015	3D ReconstructionCamera Pose Estimation	—Unverified
Line-Sweep: Cross-Ratio For Wide-Baseline Matching and 3D Reconstruction	Jun 1, 2015	3D Reconstruction	—Unverified
Segment Based 3D Object Shape Priors	Jun 1, 2015	3D ReconstructionDescriptive	—Unverified
Exact Bias Correction and Covariance Estimation for Stereo Vision	Jun 1, 2015	3D ReconstructionCamera Localization	—Unverified
Adopting an Unconstrained Ray Model in Light-Field Cameras for 3D Shape Reconstruction	Jun 1, 2015	3D Reconstruction3D Shape Reconstruction	—Unverified
3D Reconstruction in the Presence of Glasses by Acoustic and Stereo Fusion	Jun 1, 2015	3D ReconstructionSensor Fusion	—Unverified
Tunnel Surface 3D Reconstruction from Unoriented Image Sequences	May 22, 2015	3D Reconstruction	—Unverified
Efficient Image-Space Extraction and Representation of 3D Surface Topography	Apr 30, 2015	3D ReconstructionClassification	—Unverified
Building Proteins in a Day: Efficient 3D Molecular Reconstruction	Apr 14, 2015	3D ReconstructionStochastic Optimization	—Unverified
Clustering Assisted Fundamental Matrix Estimation	Apr 14, 2015	3D ReconstructionClustering	—Unverified

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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