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 1476–1500 of 2326 papers

Title	Date	Tasks	Status	Hype
Roominoes: Generating Novel 3D Floor Plans From Existing 3D Rooms	Dec 10, 2021	3D ReconstructionAutonomous Navigation	—Unverified	0
Representing 3D Shapes with Probabilistic Directed Distance Fields	Dec 10, 2021	3D Reconstruction	—Unverified	0
PERF: Performant, Explicit Radiance Fields	Dec 10, 2021	3D Reconstruction	—Unverified	0
Sparse Depth Completion with Semantic Mesh Deformation Optimization	Dec 10, 2021	3D Object Recognition3D Reconstruction	—Unverified	0
ScaleNet: A Shallow Architecture for Scale Estimation	Dec 9, 2021	3D ReconstructionCamera Pose Estimation	CodeCode Available	1
Adversarial Parametric Pose Prior	Dec 8, 2021	3D ReconstructionDiversity	CodeCode Available	1
What's Behind the Couch? Directed Ray Distance Functions (DRDF) for 3D Scene Reconstruction	Dec 8, 2021	3D Reconstruction3D Scene Reconstruction	—Unverified	0
Input-level Inductive Biases for 3D Reconstruction	Dec 6, 2021	3D ReconstructionDepth Estimation	—Unverified	0
Fast Organization of Objects' Spatial Positions in Manipulator Space from Single RGB-D Camera	Dec 5, 2021	3D Reconstruction	CodeCode Available	0
Generalized Binary Search Network for Highly-Efficient Multi-View Stereo	Dec 4, 2021	3D ReconstructionDepth Estimation	CodeCode Available	1
Geometry-aware Two-scale PIFu Representation for Human Reconstruction	Dec 3, 2021	3D Human Reconstruction3D Reconstruction	—Unverified	0
CoNeRF: Controllable Neural Radiance Fields	Dec 3, 2021	3D Face Modelling3D Reconstruction	CodeCode Available	1
MonoScene: Monocular 3D Semantic Scene Completion	Dec 1, 2021	3D Reconstruction3D Scene Reconstruction	CodeCode Available	1
3DVNet: Multi-View Depth Prediction and Volumetric Refinement	Dec 1, 2021	3D Action Recognition3D Reconstruction	CodeCode Available	1
Generating Diverse 3D Reconstructions from a Single Occluded Face Image	Dec 1, 2021	3D ReconstructionDiversity	CodeCode Available	1
VoRTX: Volumetric 3D Reconstruction With Transformers for Voxelwise View Selection and Fusion	Dec 1, 2021	3D ReconstructionDiversity	CodeCode Available	1
3D Reconstruction Using a Linear Laser Scanner and a Camera	Dec 1, 2021	3D Reconstruction	CodeCode Available	1
REMIPS: Physically Consistent 3D Reconstruction of Multiple Interacting People under Weak Supervision	Dec 1, 2021	3D Human Reconstruction3D Reconstruction	—Unverified	0
Dense Keypoints via Multiview Supervision	Dec 1, 2021	3D ReconstructionKeypoint Detection	—Unverified	0
LatentHuman: Shape-and-Pose Disentangled Latent Representation for Human Bodies	Nov 30, 2021	3D Reconstructionmotion retargeting	—Unverified	0
A Dataset-Dispersion Perspective on Reconstruction Versus Recognition in Single-View 3D Reconstruction Networks	Nov 30, 2021	3D ReconstructionSingle-View 3D Reconstruction	CodeCode Available	1
ESL: Event-based Structured Light	Nov 30, 2021	3D Reconstruction	—Unverified	0
IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions	Nov 29, 2021	3D ReconstructionEfficient Exploration	—Unverified	0
Urban Radiance Fields	Nov 29, 2021	3D ReconstructionNeRF	—Unverified	0
TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers	Nov 29, 2021	3D ReconstructionFeature Correlation	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