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 881–890 of 2326 papers

Title	Date	Tasks	Status
GenHMR: Generative Human Mesh Recovery	Dec 19, 2024	3D Human Pose Estimation3D Reconstruction	—Unverified
Euclidean Auto Calibration of Camera Networks: Baseline Constraint Removes Scale Ambiguity	Oct 6, 2015	3D Reconstruction	—Unverified
3DFS: Deformable Dense Depth Fusion and Segmentation for Object Reconstruction from a Handheld Camera	Jun 15, 2016	3D ReconstructionDepth Estimation	—Unverified
Embodiment: Self-Supervised Depth Estimation Based on Camera Models	Aug 2, 2024	3D ReconstructionDepth Estimation	—Unverified
Geodesic-HOF: 3D Reconstruction Without Cutting Corners	Jun 14, 2020	3D Object Reconstruction3D Reconstruction	—Unverified
Artificial Neural Network for Estimation of Physical Parameters of Sea Water using LiDAR Waveforms	Dec 5, 2023	3D ReconstructionDepth Estimation	—Unverified
Geometric Prior-Guided Neural Implicit Surface Reconstruction in the Wild	May 12, 2025	3D geometry3D Reconstruction	—Unverified
Geometric Scene Parsing with Hierarchical LSTM	Apr 7, 2016	3D ReconstructionRelation Prediction	—Unverified
ESL: Event-based Structured Light	Nov 30, 2021	3D Reconstruction	—Unverified
Burst Imaging for Light-Constrained Structure-From-Motion	Aug 23, 2021	3D ReconstructionImage Registration	—Unverified

Show:10 25 50

← PrevPage 89 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