SOTAVerified

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

Showing 14011425 of 2326 papers

TitleStatusHype
PartGen: Part-level 3D Generation and Reconstruction with Multi-View Diffusion Models0
Unconstrained Two-parallel-plane Model for Focused Plenoptic Cameras Calibration0
Patches, Planes and Probabilities: A Non-Local Prior for Volumetric 3D Reconstruction0
Underground Mapping and Localization Based on Ground-Penetrating Radar0
Light Field-Based Underwater 3D Reconstruction Via Angular Resampling0
3D Reconstruction from Sketches0
PBIR-NIE: Glossy Object Capture under Non-Distant Lighting0
3D Reconstruction from public webcams0
PC2: Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction0
PCGen: Point Cloud Generator for LiDAR Simulation0
UniFaceGAN: A Unified Framework for Temporally Consistent Facial Video Editing0
3D Reconstruction from Full-view Fisheye Camera0
Unified Few-shot Crack Segmentation and its Precise 3D Automatic Measurement in Concrete Structures0
3D Reconstruction from Accidental Motion0
Unified Scene Representation and Reconstruction for 3D Large Language Models0
When 3D Reconstruction Meets Ubiquitous RGB-D Images0
Perceiving Unseen 3D Objects by Poking the Objects0
Efficient NeRF Optimization -- Not All Samples Remain Equally Hard0
3D Reconstruction by Looking: Instantaneous Blind Spot Detector for Indoor SLAM through Mixed Reality0
PERF: Performant, Explicit Radiance Fields0
PerMO: Perceiving More at Once from a Single Image for Autonomous Driving0
Perspective-consistent multifocus multiview 3D reconstruction of small objects0
UniSDF: Unifying Neural Representations for High-Fidelity 3D Reconstruction of Complex Scenes with Reflections0
Perturb-and-Revise: Flexible 3D Editing with Generative Trajectories0
3D Reconstruction-Based Seed Counting of Sorghum Panicles for Agricultural Inspection0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
13D-R2N2Overall0.63Unverified
2GipumaOverall0.58Unverified
3COLMAPOverall0.53Unverified
4MVSNetOverall0.46Unverified
5Vis-MVSNetOverall0.37Unverified
6AA-RMVSNetOverall0.36Unverified
7Cas-MVSNetOverall0.36Unverified
8EPP-MVSNetOverall0.36Unverified
9PatchmatchNetOverall0.35Unverified
10CVP-MVSNetOverall0.35Unverified
#ModelMetricClaimedVerifiedStatus
1MD-GONIoU92.8Unverified
2POCOIoU92.6Unverified
3FS-SDFIoU91.2Unverified
4DP-ConvONetIoU89.5Unverified
5ConvONetIoU88.4Unverified
6ONetIoU76.1Unverified
7EVolTIoU73.8Unverified
8ZubicLioIoU65.43Unverified
#ModelMetricClaimedVerifiedStatus
1AttSets3DIoU0.64Unverified
2PSGN3DIoU0.64Unverified
3OGN3DIoU0.6Unverified
43D-R2N23DIoU0.56Unverified
#ModelMetricClaimedVerifiedStatus
1Scan2CADAverage Accuracy31.68Unverified
23DMatchAverage Accuracy10.29Unverified
#ModelMetricClaimedVerifiedStatus
1SVCPChamfer10Unverified
#ModelMetricClaimedVerifiedStatus
1EVLAccuracy18.2Unverified
#ModelMetricClaimedVerifiedStatus
1EVLAccuracy5.7Unverified
#ModelMetricClaimedVerifiedStatus
1Atlas (finetuned)3DIoU89.4Unverified