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 676–700 of 2326 papers

Title	Date	Tasks	Status	Score
Massively Parallel Multiview Stereopsis by Surface Normal Diffusion	Dec 1, 2015	3D ReconstructionGPU	CodeCode Available	5
DSR-Diff: Depth Map Super-Resolution with Diffusion Model	Nov 16, 2023	3D ReconstructionDepth Map Super-Resolution	CodeCode Available	5
M3D: Dual-Stream Selective State Spaces and Depth-Driven Framework for High-Fidelity Single-View 3D Reconstruction	Nov 19, 2024	3D ReconstructionAutonomous Driving	CodeCode Available	5
Two-stage Synthetic Supervising and Multi-view Consistency Self-supervising based Animal 3D Reconstruction by Single Image	Nov 22, 2023	3D ReconstructionSingle-View 3D Reconstruction	CodeCode Available	5
Live Reconstruction of Large-Scale Dynamic Outdoor Worlds	Mar 15, 2019	3D ReconstructionPose Estimation	CodeCode Available	5
DreamSat: Towards a General 3D Model for Novel View Synthesis of Space Objects	Oct 7, 2024	3D ReconstructionNovel View Synthesis	CodeCode Available	5
LIST: Learning Implicitly from Spatial Transformers for Single-View 3D Reconstruction	Jul 23, 2023	3D ReconstructionObject	CodeCode Available	5
LP-DIF: Learning Local Pattern-Specific Deep Implicit Function for 3D Objects and Scenes	Jan 1, 2023	3D Reconstruction3D Shape Representation	CodeCode Available	5
Matchable Image Retrieval by Learning from Surface Reconstruction	Nov 26, 2018	3D ReconstructionImage Retrieval	CodeCode Available	5
Multi-Cali Anything: Dense Feature Multi-Frame Structure-from-Motion for Large-Scale Camera Array Calibration	Mar 2, 2025	3D Reconstruction	CodeCode Available	5
Bag of Views: An Appearance-based Approach to Next-Best-View Planning for 3D Reconstruction	Jul 11, 2023	3D ReconstructionDataset Generation	CodeCode Available	5
Learning to Reconstruct Texture-less Deformable Surfaces from a Single View	Mar 23, 2018	3D Reconstruction	CodeCode Available	5
Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction	Dec 1, 2019	2D Pose Estimation3D Pose Estimation	CodeCode Available	5
A Lightweight UDF Learning Framework for 3D Reconstruction Based on Local Shape Functions	Jul 1, 2024	3D ReconstructionSurface Reconstruction	CodeCode Available	5
Domain-Specific Face Synthesis for Video Face Recognition from a Single Sample Per Person	Jan 6, 2018	3D ReconstructionClustering	CodeCode Available	5
Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement	May 25, 2023	3D ReconstructionDisentanglement	CodeCode Available	5
Domain-Adaptive Single-View 3D Reconstruction	Dec 4, 2018	3D Reconstruction3D Shape Reconstruction	CodeCode Available	5
Learning Soft Estimator of Keypoint Scale and Orientation With Probabilistic Covariant Loss	Jan 1, 2022	3D ReconstructionSelf-Supervised Learning	CodeCode Available	5
Do-It-Yourself Single Camera 3D Pointer Input Device	Sep 12, 2018	3D Reconstruction	CodeCode Available	5
Learning Single-View 3D Reconstruction with Limited Pose Supervision	Sep 1, 2018	3D ReconstructionSingle-View 3D Reconstruction	CodeCode Available	5
Learning Partonomic 3D Reconstruction from Image Collections	Jan 1, 2025	3D ReconstructionImage Generation	CodeCode Available	5
Learning Object Manipulation Skills from Video via Approximate Differentiable Physics	Aug 3, 2022	3D ReconstructionFriction	CodeCode Available	5
Learning single-image 3D reconstruction by generative modelling of shape, pose and shading	Jan 19, 2019	3D Reconstruction	CodeCode Available	5
Learning to Generate Dense Point Clouds with Textures on Multiple Categories	Dec 22, 2019	3D Reconstruction	CodeCode Available	5
Data-Driven 3D Reconstruction of Dressed Humans From Sparse Views	Apr 16, 2021	3D Reconstruction	CodeCode Available	5

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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