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 1121–1130 of 2326 papers

Title	Date	Tasks	Status
Do We Need Binary Features for 3D Reconstruction?	Feb 14, 2016	3D Reconstruction	—Unverified
Back to RGB: 3D tracking of hands and hand-object interactions based on short-baseline stereo	May 15, 2017	3D Reconstruction	—Unverified
3D Reconstruction from Accidental Motion	Jun 1, 2014	3D ReconstructionSemantic Segmentation	—Unverified
Doppelgangers++: Improved Visual Disambiguation with Geometric 3D Features	Dec 8, 2024	3D Reconstruction	—Unverified
Back on Track: Bundle Adjustment for Dynamic Scene Reconstruction	Apr 20, 2025	3D ReconstructionCamera Pose Estimation	—Unverified
Learning View Priors for Single-view 3D Reconstruction	Nov 26, 2018	3D ReconstructionObject	—Unverified
A Comparative Study of Coarse to Dense 3D Indoor Scene Registration Algorithms	Oct 28, 2021	3D ReconstructionPose Estimation	—Unverified
AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis	Apr 6, 2022	3D ReconstructionSingle-View 3D Reconstruction	—Unverified
3D face reconstruction from single image with generative adversarial networks	Dec 1, 2022	3D Face Reconstruction3D Reconstruction	—Unverified
Learning Visibility Field for Detailed 3D Human Reconstruction and Relighting	Apr 24, 2023	3D Human Reconstruction3D Reconstruction	—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