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 501–510 of 2326 papers

Title	Date	Tasks	Status	Hype
SUPS: A Simulated Underground Parking Scenario Dataset for Autonomous Driving	Feb 25, 2023	3D ReconstructionAutonomous Driving	CodeCode Available	1
DeepFaceFlow: In-the-wild Dense 3D Facial Motion Estimation	May 14, 2020	3D ReconstructionFacial Expression Recognition	CodeCode Available	1
Doppelgangers: Learning to Disambiguate Images of Similar Structures	Sep 5, 2023	3D ReconstructionBinary Classification	CodeCode Available	1
Dynamic Plane Convolutional Occupancy Networks	Nov 11, 2020	3D ReconstructionSurface Reconstruction	CodeCode Available	1
SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI	Jun 22, 2022	3D Reconstruction	CodeCode Available	1
Symphonize 3D Semantic Scene Completion with Contextual Instance Queries	Jun 27, 2023	3D Reconstruction3D Semantic Scene Completion	CodeCode Available	1
Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo views	Jul 27, 2022	3D ReconstructionAnatomy	CodeCode Available	1
Deep Learning-based Bathymetry Retrieval without In-situ Depths using Remote Sensing Imagery and SfM-MVS DSMs with Data Gaps	Apr 15, 2025	3D ReconstructionBathymetry prediction	CodeCode Available	1
Articulated 3D Human-Object Interactions from RGB Videos: An Empirical Analysis of Approaches and Challenges	Sep 12, 2022	3D ReconstructionHuman-Object Interaction Detection	CodeCode Available	1
DISORF: A Distributed Online 3D Reconstruction Framework for Mobile Robots	Mar 1, 2024	3D Reconstruction	CodeCode Available	1

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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