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 901–910 of 2326 papers

Title	Date	Tasks	Status
3D Reconstruction using Structured Light from off-the-shelf components	Sep 24, 2022	3D Reconstruction	—Unverified
Geodesic-HOF: 3D Reconstruction Without Cutting Corners	Jun 14, 2020	3D Object Reconstruction3D Reconstruction	—Unverified
Controllable GAN Synthesis Using Non-Rigid Structure-from-Motion	Nov 14, 2022	3D geometry3D Reconstruction	—Unverified
Continuous 3D Perception Model with Persistent State	Jan 21, 2025	3D Reconstructionmodel	—Unverified
GenHMR: Generative Human Mesh Recovery	Dec 19, 2024	3D Human Pose Estimation3D Reconstruction	—Unverified
Globally optimal point set registration by joint symmetry plane fitting	Feb 19, 2020	3D Reconstruction	—Unverified
GenFusion: Closing the Loop between Reconstruction and Generation via Videos	Mar 27, 2025	3D Generation3D Reconstruction	—Unverified
GMM-IKRS: Gaussian Mixture Models for Interpretable Keypoint Refinement and Scoring	Aug 30, 2024	3D Reconstruction	—Unverified
Contact Area Detector using Cross View Projection Consistency for COVID-19 Projects	Aug 18, 2020	3D Reconstruction3D Scene Reconstruction	—Unverified
Anatomical basis of sex differences in the electrocardiogram identified by three-dimensional torso-heart imaging reconstruction pipeline	Dec 21, 2023	3D ReconstructionAnatomy	—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