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 551–560 of 2326 papers

Title	Date	Tasks	Status	Hype
Incremental Visual-Inertial 3D Mesh Generation with Structural Regularities	Mar 4, 2019	3D ReconstructionSimultaneous Localization and Mapping	CodeCode Available	1
Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images	Jan 31, 2019	3D Object Reconstruction3D Reconstruction	CodeCode Available	1
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation	Jan 16, 2019	3D geometry3D Reconstruction	CodeCode Available	1
Occupancy Networks: Learning 3D Reconstruction in Function Space	Dec 10, 2018	3D geometry3D Reconstruction	CodeCode Available	1
PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image	Dec 10, 2018	3D Plane Detection3D Reconstruction	CodeCode Available	1
Semi-Dense 3D Reconstruction with a Stereo Event Camera	Jul 19, 2018	3D ReconstructionSimultaneous Localization and Mapping	CodeCode Available	1
MVSNet: Depth Inference for Unstructured Multi-view Stereo	Apr 7, 2018	3D ReconstructionPoint Clouds	CodeCode Available	1
3D Object Reconstruction from Hand-Object Interactions	Apr 3, 2017	3D Object Reconstruction3D Reconstruction	CodeCode Available	1
BundleFusion: Real-time Globally Consistent 3D Reconstruction using On-the-fly Surface Re-integration	Apr 5, 2016	3D ReconstructionMixed Reality	CodeCode Available	1
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction	Apr 2, 2016	3D Object Reconstruction3D Reconstruction	CodeCode Available	1

Show:10 25 50

← PrevPage 56 of 233Next →

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