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

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Showing 2031–2040 of 2326 papers

Title	Date	Tasks	Status
A New Framework for Sign Language Recognition based on 3D Handshape Identification and Linguistic Modeling	May 1, 2014	3D ReconstructionSign Language Recognition	—Unverified
AniGrad: Anisotropic Gradient-Adaptive Sampling for 3D Reconstruction From Monocular Video	Jan 1, 2025	3D Reconstruction	—Unverified
AniGS: Animatable Gaussian Avatar from a Single Image with Inconsistent Gaussian Reconstruction	Dec 3, 2024	3D ReconstructionVideo Generation	—Unverified
An Illumination-Robust Feature Extractor Augmented by Relightable 3D Reconstruction	Oct 1, 2024	3D ReconstructionRobot Navigation	—Unverified
Anatomical basis of sex differences in the electrocardiogram identified by three-dimensional torso-heart imaging reconstruction pipeline	Dec 21, 2023	3D ReconstructionAnatomy	—Unverified
An Immersive Multi-Elevation Multi-Seasonal Dataset for 3D Reconstruction and Visualization	Dec 19, 2024	3D Reconstruction	—Unverified
An Integrated Platform for Live 3D Human Reconstruction and Motion Capturing	Dec 8, 2017	3D Human Reconstruction3D Reconstruction	—Unverified
An Interactive Control Approach to 3D Shape Reconstruction	Oct 7, 2019	3D Reconstruction3D Shape Reconstruction	—Unverified
AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction	Oct 2, 2024	3D ReconstructionNovel View Synthesis	—Unverified
A Novel Self-Intersection Penalty Term for Statistical Body Shape Models and Its Applications in 3D Pose Estimation	Jan 24, 2019	3D Pose Estimation3D 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