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 1826–1850 of 2326 papers

Title	Date	Tasks	Status	Hype
Reconstructing Sinus Anatomy from Endoscopic Video -- Towards a Radiation-free Approach for Quantitative Longitudinal Assessment	Mar 18, 2020	3D ReconstructionAnatomy	CodeCode Available	1
Oral-3D: Reconstructing the 3D Bone Structure of Oral Cavity from 2D Panoramic X-ray	Mar 18, 2020	3D Reconstruction	—Unverified	0
Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images	Mar 18, 2020	3D ReconstructionDecision Making	—Unverified	0
Self-supervised Single-view 3D Reconstruction via Semantic Consistency	Mar 13, 2020	3D ReconstructionObject	CodeCode Available	1
Uncertainty depth estimation with gated images for 3D reconstruction	Mar 11, 2020	3D ReconstructionDepth Completion	—Unverified	0
Convolutional Occupancy Networks	Mar 10, 2020	3D Reconstruction	CodeCode Available	1
PL_1P -- Point-line Minimal Problems under Partial Visibility in Three Views	Mar 10, 2020	3D Reconstruction	—Unverified	0
Single-View 3D Object Reconstruction from Shape Priors in Memory	Mar 8, 2020	3D Object Reconstruction3D Reconstruction	—Unverified	0
STD-Net: Structure-preserving and Topology-adaptive Deformation Network for 3D Reconstruction from a Single Image	Mar 7, 2020	3D Reconstruction3D Shape Reconstruction	—Unverified	0
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion	Mar 3, 2020	3D Object Reconstruction3D Reconstruction	CodeCode Available	1
Extremely Dense Point Correspondences using a Learned Feature Descriptor	Mar 2, 2020	3D ReconstructionAnatomy	CodeCode Available	1
Leveraging Photogrammetric Mesh Models for Aerial-Ground Feature Point Matching Toward Integrated 3D Reconstruction	Feb 21, 2020	3D ReconstructionSurface Reconstruction	CodeCode Available	1
Fast and Regularized Reconstruction of Building Façades from Street-View Images using Binary Integer Programming	Feb 20, 2020	3D Reconstruction	CodeCode Available	0
Globally optimal point set registration by joint symmetry plane fitting	Feb 19, 2020	3D Reconstruction	—Unverified	0
Deep Learning in Medical Ultrasound Image Segmentation: a Review	Feb 18, 2020	3D ReconstructionDeep Learning	—Unverified	0
PeeledHuman: Robust Shape Representation for Textured 3D Human Body Reconstruction	Feb 16, 2020	3D Reconstruction	CodeCode Available	1
3D Dynamic Scene Graphs: Actionable Spatial Perception with Places, Objects, and Humans	Feb 15, 2020	3D ReconstructionHuman Detection	CodeCode Available	2
Self-Supervised Object-in-Gripper Segmentation from Robotic Motions	Feb 11, 2020	3D Object Reconstruction3D Reconstruction	—Unverified	0
HRINet: Alternative Supervision Network for High-resolution CT image Interpolation	Feb 11, 2020	3D ReconstructionVocal Bursts Intensity Prediction	—Unverified	0
Deep NRSfM++: Towards Unsupervised 2D-3D Lifting in the Wild	Jan 27, 2020	3D Reconstruction	CodeCode Available	0
Synergetic Reconstruction from 2D Pose and 3D Motion for Wide-Space Multi-Person Video Motion Capture in the Wild	Jan 16, 2020	3D ReconstructionMarkerless Motion Capture	CodeCode Available	0
RoutedFusion: Learning Real-time Depth Map Fusion	Jan 13, 2020	3D Reconstruction	CodeCode Available	1
A Two-step Calibration Method for Unfocused Light Field Camera Based on Projection Model Analysis	Jan 11, 2020	3D ReconstructionCamera Calibration	—Unverified	0
Learning 3D Human Shape and Pose from Dense Body Parts	Dec 31, 2019	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	0
Graph-Based Parallel Large Scale Structure from Motion	Dec 23, 2019	3D ReconstructionClustering	CodeCode Available	0

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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