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 1741–1750 of 2326 papers

Title	Date	Tasks	Status
Proactive Multi-Camera Collaboration For 3D Human Pose Estimation	Mar 7, 2023	3D Human Pose Estimation3D Reconstruction	—Unverified
Probabilistic 3D surface reconstruction from sparse MRI information	Oct 5, 2020	3D ReconstructionMedical Image Analysis	—Unverified
Probabilistic Directed Distance Fields for Ray-Based Shape Representations	Apr 13, 2024	3D Reconstruction	—Unverified
Probabilistic PolarGMM: Unsupervised Cluster Learning of Very Noisy Projection Images of Unknown Pose	Jun 26, 2022	3D ReconstructionCryogenic Electron Microscopy (cryo-EM)	—Unverified
Probabilistic Structure From Motion With Objects (PSfMO)	Oct 1, 2017	3D ReconstructionCamera Calibration	—Unverified
Pro-Cam SSfM: Projector-Camera System for Structure and Spectral Reflectance from Motion	Aug 22, 2019	3D Reconstruction	—Unverified
Procedural Generation of 3D Maize Plant Architecture from LIDAR Data	Jan 21, 2025	3D Reconstruction	—Unverified
Progressive Learning of 3D Reconstruction Network from 2D GAN Data	May 18, 2023	3D Reconstruction	—Unverified
Progressive Structure from Motion	Mar 20, 2018	3D Reconstruction	—Unverified
ProJo4D: Progressive Joint Optimization for Sparse-View Inverse Physics Estimation	Jun 5, 2025	3D ReconstructionNeRF	—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