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 1226–1250 of 2326 papers

Title	Date	Tasks	Status	Hype
NeRDi: Single-View NeRF Synthesis with Language-Guided Diffusion as General Image Priors	Dec 6, 2022	3D Generation3D geometry	CodeCode Available	4
Real Time Incremental Image Mosaicking Without Use of Any Camera Parameter	Dec 5, 2022	3D ReconstructionEdge Detection	—Unverified	0
SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields	Dec 5, 2022	3D Reconstruction3D Scene Reconstruction	CodeCode Available	2
Fast and Lightweight Scene Regressor for Camera Relocalization	Dec 4, 2022	3D ReconstructionCamera Localization	CodeCode Available	1
MaRF: Representing Mars as Neural Radiance Fields	Dec 3, 2022	3D ReconstructionIngenuity	CodeCode Available	1
Fast Non-Rigid Radiance Fields from Monocularized Data	Dec 2, 2022	3D ReconstructionNovel View Synthesis	—Unverified	0
3D face reconstruction from single image with generative adversarial networks	Dec 1, 2022	3D Face Reconstruction3D Reconstruction	—Unverified	0
Multi-view Tracking, Re-ID, and Social Network Analysis of a Flock of Visually Similar Birds in an Outdoor Aviary	Dec 1, 2022	3D Reconstruction	—Unverified	0
SparseFusion: Distilling View-conditioned Diffusion for 3D Reconstruction	Dec 1, 2022	3D ReconstructionImage Generation	—Unverified	0
NOPE-SAC: Neural One-Plane RANSAC for Sparse-View Planar 3D Reconstruction	Nov 30, 2022	3D ReconstructionCamera Pose Estimation	CodeCode Available	1
SparsePose: Sparse-View Camera Pose Regression and Refinement	Nov 29, 2022	3D ReconstructionCamera Pose Estimation	—Unverified	0
NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views	Nov 29, 2022	3D ReconstructionImage to 3D	CodeCode Available	2
DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model	Nov 29, 2022	3D ReconstructionDiversity	—Unverified	0
One is All: Bridging the Gap Between Neural Radiance Fields Architectures with Progressive Volume Distillation	Nov 29, 2022	3D ReconstructionAll	CodeCode Available	1
PatchMatch-Stereo-Panorama, a fast dense reconstruction from 360° video images	Nov 29, 2022	3D ReconstructionGPU	CodeCode Available	1
Fast-SNARF: A Fast Deformer for Articulated Neural Fields	Nov 28, 2022	3D ReconstructionComputational Efficiency	CodeCode Available	2
Perceive, Ground, Reason, and Act: A Benchmark for General-purpose Visual Representation	Nov 28, 2022	3D ReconstructionDecoder	CodeCode Available	1
3D Scene Creation and Rendering via Rough Meshes: A Lighting Transfer Avenue	Nov 27, 2022	3D Reconstruction	—Unverified	0
Adjustable Method Based on Body Parts for Improving the Accuracy of 3D Reconstruction in Visually Important Body Parts from Silhouettes	Nov 27, 2022	3D Reconstruction	—Unverified	0
Self-Supervised Surgical Instrument 3D Reconstruction from a Single Camera Image	Nov 26, 2022	3D ReconstructionAnatomy	—Unverified	0
3D Reconstruction of Protein Complex Structures Using Synthesized Multi-View AFM Images	Nov 26, 2022	3D Reconstruction8k	—Unverified	0
Efficient 3D Reconstruction, Streaming and Visualization of Static and Dynamic Scene Parts for Multi-client Live-telepresence in Large-scale Environments	Nov 25, 2022	3D Reconstruction	—Unverified	0
ActiveRMAP: Radiance Field for Active Mapping And Planning	Nov 23, 2022	3D ReconstructionActive 3D Reconstruction	—Unverified	0
DP-NeRF: Deblurred Neural Radiance Field with Physical Scene Priors	Nov 22, 2022	3D ReconstructionNeRF	CodeCode Available	1
Level-S^2fM: Structure from Motion on Neural Level Set of Implicit Surfaces	Nov 22, 2022	3D ReconstructionCamera Pose Estimation	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