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 1691–1700 of 2326 papers

Title	Date	Tasks	Status
Pose Estimation and 3D Reconstruction of Vehicles from Stereo-Images Using a Subcategory-Aware Shape Prior	Jul 22, 2021	3D Object Reconstruction3D Reconstruction	—Unverified
Fabrication-Aware Reverse Engineering for Carpentry	Jul 21, 2021	3D Reconstructionvalid	CodeCode Available
CodeMapping: Real-Time Dense Mapping for Sparse SLAM using Compact Scene Representations	Jul 19, 2021	3D ReconstructionDepth Estimation	—Unverified
Cumulative Assessment for Urban 3D Modeling	Jul 9, 2021	3D ReconstructionSemantic Segmentation	CodeCode Available
Self-Supervised Generative Adversarial Network for Depth Estimation in Laparoscopic Images	Jul 9, 2021	3D ReconstructionDecoder	—Unverified
Visual Odometry with an Event Camera Using Continuous Ray Warping and Volumetric Contrast Maximization	Jul 7, 2021	3D ReconstructionMotion Estimation	—Unverified
Video-Based Camera Localization Using Anchor View Detection and Recursive 3D Reconstruction	Jul 7, 2021	3D ReconstructionCamera Localization	—Unverified
Extraction of Key-frames of Endoscopic Videos by using Depth Information	Jun 30, 2021	3D ReconstructionDepth Estimation	—Unverified
3D Reconstruction through Fusion of Cross-View Images	Jun 27, 2021	3D ReconstructionPoint Cloud Generation	—Unverified
RGB2Hands: Real-Time Tracking of 3D Hand Interactions from Monocular RGB Video	Jun 22, 2021	3D ReconstructionSign Language Recognition	—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