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

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Showing 1441–1450 of 2326 papers

Title	Date	Tasks	Status
Physics-informed neural networks for gravity currents reconstruction from limited data	Nov 3, 2022	3D Reconstruction	—Unverified
Piecewise-Planar 3D Approximation From Wide-Baseline Stereo	Jun 1, 2016	3D geometry3D Reconstruction	—Unverified
PiMPeR: Piecewise Dense 3D Reconstruction from Multi-View and Multi-Illumination Images	Mar 16, 2015	3D Reconstruction	—Unverified
Pipeline for 3D reconstruction of the human body from AR/VR headset mounted egocentric cameras	Nov 9, 2021	3D ReconstructionPose Transfer	—Unverified
Unsupervised 3D Reconstruction Networks	Oct 1, 2019	3D Reconstruction	—Unverified
Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction	May 1, 2025	3D Face Reconstruction3D Reconstruction	—Unverified
Pixel-Aligned Multi-View Generation with Depth Guided Decoder	Aug 26, 2024	3D ReconstructionDecoder	—Unverified
3D Reconstruction and Alignment by Consumer RGB-D Sensors and Fiducial Planar Markers for Patient Positioning in Radiation Therapy	Mar 22, 2021	3D ReconstructionSurface Reconstruction	—Unverified
3DRealCar: An In-the-wild RGB-D Car Dataset with 360-degree Views	Jun 7, 2024	3D Reconstruction	—Unverified
Pixel-variant Local Homography for Fisheye Stereo Rectification Minimizing Resampling Distortion	Jul 12, 2017	3D ReconstructionStereo Matching	—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