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 426–450 of 2326 papers

Title	Date	Tasks	Status	Hype	Score
A Bayesian approach for extracting free energy profiles from cryo-electron microscopy experiments using a path collective variable	Feb 3, 2021	3D ReconstructionBayesian Inference	CodeCode Available	1	5
Learning Online Multi-Sensor Depth Fusion	Apr 7, 2022	3D ReconstructionMixed Reality	CodeCode Available	1	5
Progressive Volume Distillation with Active Learning for Efficient NeRF Architecture Conversion	Apr 8, 2023	3D ReconstructionNeRF	CodeCode Available	1	5
ConcealGS: Concealing Invisible Copyright Information in 3D Gaussian Splatting	Jan 7, 2025	3D ReconstructionKnowledge Distillation	CodeCode Available	1	5
Attention Aware Cost Volume Pyramid Based Multi-view Stereo Network for 3D Reconstruction	Nov 25, 2020	3D Reconstruction	CodeCode Available	1	5
Learning to Detect 3D Reflection Symmetry for Single-View Reconstruction	Jun 17, 2020	3D ReconstructionSingle-View 3D Reconstruction	CodeCode Available	1	5
CoNeRF: Controllable Neural Radiance Fields	Dec 3, 2021	3D Face Modelling3D Reconstruction	CodeCode Available	1	5
AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network	Aug 9, 2021	3D ReconstructionPoint Clouds	CodeCode Available	1	5
Learning to Parse Wireframes in Images of Man-Made Environments	Jul 15, 2020	3D ReconstructionJunction Detection	CodeCode Available	1	5
DiffInDScene: Diffusion-based High-Quality 3D Indoor Scene Generation	Jun 1, 2023	3D Generation3D Reconstruction	CodeCode Available	1	5
ConsistentNeRF: Enhancing Neural Radiance Fields with 3D Consistency for Sparse View Synthesis	May 18, 2023	3D ReconstructionNeRF	CodeCode Available	1	5
Level-S^2fM: Structure from Motion on Neural Level Set of Implicit Surfaces	Nov 22, 2022	3D ReconstructionCamera Pose Estimation	CodeCode Available	1	5
Leveraging Photogrammetric Mesh Models for Aerial-Ground Feature Point Matching Toward Integrated 3D Reconstruction	Feb 21, 2020	3D ReconstructionSurface Reconstruction	CodeCode Available	1	5
NeuralBlox: Real-Time Neural Representation Fusion for Robust Volumetric Mapping	Oct 18, 2021	3D ReconstructionCPU	CodeCode Available	1	5
O^2-Recon: Completing 3D Reconstruction of Occluded Objects in the Scene with a Pre-trained 2D Diffusion Model	Aug 18, 2023	3D ReconstructionBlocking	CodeCode Available	1	5
Deformable Model-Driven Neural Rendering for High-Fidelity 3D Reconstruction of Human Heads Under Low-View Settings	Mar 24, 2023	3D ReconstructionNeural Rendering	CodeCode Available	1	5
NeMo: 3D Neural Motion Fields from Multiple Video Instances of the Same Action	Dec 28, 2022	3D ReconstructionHuman Mesh Recovery	CodeCode Available	1	5
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation	Nov 1, 2023	3D ReconstructionData Augmentation	CodeCode Available	1	5
Convolutional Occupancy Networks	Mar 10, 2020	3D Reconstruction	CodeCode Available	1	5
Coordinate Quantized Neural Implicit Representations for Multi-view Reconstruction	Aug 21, 2023	3D Reconstruction	CodeCode Available	1	5
Living Scenes: Multi-object Relocalization and Reconstruction in Changing 3D Environments	Dec 14, 2023	3D ReconstructionDecoder	CodeCode Available	1	5
Deep Two-View Structure-from-Motion Revisited	Apr 1, 2021	3D ReconstructionDepth Estimation	CodeCode Available	1	5
NeAT: Neural Adaptive Tomography	Feb 4, 2022	3D ReconstructionInverse Rendering	CodeCode Available	1	5
3D Pose Estimation of Two Interacting Hands from a Monocular Event Camera	Dec 21, 2023	3D Pose Estimation3D Reconstruction	CodeCode Available	1	5
A Survey on 3D Reconstruction Techniques in Plant Phenotyping: From Classical Methods to Neural Radiance Fields (NeRF), 3D Gaussian Splatting (3DGS), and Beyond	Apr 30, 2025	3DGS3D Reconstruction	CodeCode Available	1	5

Show:10 25 50

← PrevPage 18 of 94Next →

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