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 1741–1750 of 2326 papers

Title	Date	Tasks	Status
A System for 3D Reconstruction Of Comminuted Tibial Plafond Bone Fractures	Feb 23, 2021	3D ReconstructionAnatomy	—Unverified
Deep Event Stereo Leveraged by Event-to-Image Translation	Feb 2, 2021	3D ReconstructionDepth Estimation	—Unverified
Consistent Recurrent Neural Networks for 3D Neuron Segmentation	Feb 1, 2021	3D ReconstructionObject	—Unverified
A metric for evaluating 3D reconstruction and mapping performance with no ground truthing	Jan 25, 2021	3D Reconstruction	CodeCode Available
VIO-Aided Structure from Motion Under Challenging Environments	Jan 24, 2021	3D ReconstructionImage Registration	—Unverified
Stereo camera system calibration: the need of two sets of parameters	Jan 14, 2021	3D ReconstructionVocal Bursts Valence Prediction	—Unverified
EPP-MVSNet: Epipolar-Assembling Based Depth Prediction for Multi-View Stereo	Jan 1, 2021	3D ReconstructionDepth Estimation	CodeCode Available
Polarimetric Helmholtz Stereopsis	Jan 1, 2021	3D Reconstruction	—Unverified
3D Building Reconstruction From Monocular Remote Sensing Images	Jan 1, 2021	3D ReconstructionModel Optimization	—Unverified
An Efficient Protocol for Distributed Column Subset Selection in the Entrywise _p Norm	Jan 1, 2021	3D Reconstruction	—Unverified

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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