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 291–300 of 2326 papers

Title	Date	Tasks	Status	Hype
Implicit Shape and Appearance Priors for Few-Shot Full Head Reconstruction	Oct 12, 2023	3D ReconstructionMulti-View 3D Reconstruction	CodeCode Available	1
PC-NeRF: Parent-Child Neural Radiance Fields under Partial Sensor Data Loss in Autonomous Driving Environments	Oct 2, 2023	3D Reconstruction3D Scene Reconstruction	CodeCode Available	1
When Epipolar Constraint Meets Non-local Operators in Multi-View Stereo	Sep 29, 2023	3D ReconstructionDescriptive	CodeCode Available	1
MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo	Sep 23, 2023	3D Reconstruction	CodeCode Available	1
NeRRF: 3D Reconstruction and View Synthesis for Transparent and Specular Objects with Neural Refractive-Reflective Fields	Sep 22, 2023	3D ReconstructionNeRF	CodeCode Available	1
NTO3D: Neural Target Object 3D Reconstruction with Segment Anything	Sep 22, 2023	3D Object Reconstruction3D Reconstruction	CodeCode Available	1
Language-driven Object Fusion into Neural Radiance Fields with Pose-Conditioned Dataset Updates	Sep 20, 2023	3D ReconstructionObject	CodeCode Available	1
Uncertainty-aware 3D Object-Level Mapping with Deep Shape Priors	Sep 17, 2023	3D ReconstructionObject	CodeCode Available	1
TiAVox: Time-aware Attenuation Voxels for Sparse-view 4D DSA Reconstruction	Sep 5, 2023	3D ReconstructionNovel View Synthesis	CodeCode Available	1
Doppelgangers: Learning to Disambiguate Images of Similar Structures	Sep 5, 2023	3D ReconstructionBinary Classification	CodeCode Available	1

Show:10 25 50

← PrevPage 30 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