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 1026–1050 of 2326 papers

Title	Date	Tasks	Status	Hype
FS-Depth: Focal-and-Scale Depth Estimation from a Single Image in Unseen Indoor Scene	Jul 27, 2023	3D ReconstructionData Augmentation	—Unverified	0
Creative Birds: Self-Supervised Single-View 3D Style Transfer	Jul 26, 2023	3D ReconstructionStyle Transfer	CodeCode Available	1
LIST: Learning Implicitly from Spatial Transformers for Single-View 3D Reconstruction	Jul 23, 2023	3D ReconstructionObject	CodeCode Available	0
Replay: Multi-modal Multi-view Acted Videos for Casual Holography	Jul 22, 2023	3D ReconstructionNovel View Synthesis	CodeCode Available	1
SimCol3D -- 3D Reconstruction during Colonoscopy Challenge	Jul 20, 2023	3D ReconstructionDepth Estimation	CodeCode Available	1
NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF	Jul 18, 2023	3D Object Reconstruction3D Reconstruction	CodeCode Available	1
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images	Jul 17, 2023	3D ReconstructionAnatomy	—Unverified	0
NVDS+: Towards Efficient and Versatile Neural Stabilizer for Video Depth Estimation	Jul 17, 2023	3D ReconstructionDepth Estimation	CodeCode Available	1
Enforcing 3D Topological Constraints in Composite Objects via Implicit Functions	Jul 16, 2023	3D Object Reconstruction3D Reconstruction	—Unverified	0
NEAT: Distilling 3D Wireframes from Neural Attraction Fields	Jul 14, 2023	3D Reconstruction3D Wireframe Reconstruction	CodeCode Available	1
Transient Neural Radiance Fields for Lidar View Synthesis and 3D Reconstruction	Jul 14, 2023	3D ReconstructionAutonomous Driving	—Unverified	0
Sequential Experimental Design for X-Ray CT Using Deep Reinforcement Learning	Jul 12, 2023	3D ReconstructionComputed Tomography (CT)	CodeCode Available	0
Bag of Views: An Appearance-based Approach to Next-Best-View Planning for 3D Reconstruction	Jul 11, 2023	3D ReconstructionDataset Generation	CodeCode Available	0
3D detection of roof sections from a single satellite image and application to LOD2-building reconstruction	Jul 11, 2023	3D ReconstructionPanoptic Segmentation	—Unverified	0
RGB-D Mapping and Tracking in a Plenoxel Radiance Field	Jul 7, 2023	3D ReconstructionNovel View Synthesis	CodeCode Available	0
Depth Estimation Analysis of Orthogonally Divergent Fisheye Cameras with Distortion Removal	Jul 7, 2023	3D ReconstructionAutonomous Navigation	—Unverified	0
One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization	Jun 29, 2023	3D ReconstructionImage to 3D	CodeCode Available	3
Symphonize 3D Semantic Scene Completion with Contextual Instance Queries	Jun 27, 2023	3D Reconstruction3D Semantic Scene Completion	CodeCode Available	1
LightGlue: Local Feature Matching at Light Speed	Jun 23, 2023	3D ReconstructionCamera Pose Estimation	CodeCode Available	4
3D Reconstruction of Spherical Images based on Incremental Structure from Motion	Jun 22, 2023	3D Reconstruction	CodeCode Available	2
Conceptual Study and Performance Analysis of Tandem Dual-Antenna Spaceborne SAR Interferometry	Jun 17, 2023	3D Reconstruction	—Unverified	0
Generative Proxemics: A Prior for 3D Social Interaction from Images	Jun 15, 2023	3D ReconstructionDenoising	CodeCode Available	1
Enhancing Neural Rendering Methods with Image Augmentations	Jun 15, 2023	3D geometry3D Reconstruction	—Unverified	0
Infinite Photorealistic Worlds using Procedural Generation	Jun 15, 2023	3D Reconstructionobject-detection	CodeCode Available	5
Learning to Predict Scene-Level Implicit 3D from Posed RGBD Data	Jun 14, 2023	3D Reconstruction	—Unverified	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