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

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Showing 101–150 of 2326 papers

TitleStatusHype
Unconstrained Large-scale 3D Reconstruction and Rendering across Altitudes—0
GauSS-MI: Gaussian Splatting Shannon Mutual Information for Active 3D ReconstructionCode2
Mesh-Learner: Texturing Mesh with Spherical HarmonicsCode1
PerfCam: Digital Twinning for Production Lines Using 3D Gaussian Splatting and Vision ModelsCode1
Object Learning and Robust 3D Reconstruction—0
Revealing the 3D Cosmic Web through Gravitationally Constrained Neural Fields—0
VGNC: Reducing the Overfitting of Sparse-view 3DGS via Validation-guided Gaussian Number Control—0
Back on Track: Bundle Adjustment for Dynamic Scene Reconstruction—0
IXGS-Intraoperative 3D Reconstruction from Sparse, Arbitrarily Posed Real X-rays—0
Mono3R: Exploiting Monocular Cues for Geometric 3D Reconstruction—0
ODHSR: Online Dense 3D Reconstruction of Humans and Scenes from Monocular Videos—0
TSGS: Improving Gaussian Splatting for Transparent Surface Reconstruction via Normal and De-lighting Priors—0
St4RTrack: Simultaneous 4D Reconstruction and Tracking in the World—0
AAA-Gaussians: Anti-Aliased and Artifact-Free 3D Gaussian Rendering—0
SHeaP: Self-Supervised Head Geometry Predictor Learned via 2D Gaussians—0
Regist3R: Incremental Registration with Stereo Foundation Model—0
Easy3D: A Simple Yet Effective Method for 3D Interactive Segmentation—0
ZeroGrasp: Zero-Shot Shape Reconstruction Enabled Robotic Grasping—0
Deep Learning-based Bathymetry Retrieval without In-situ Depths using Remote Sensing Imagery and SfM-MVS DSMs with Data GapsCode1
Explicit and Implicit Representations in AI-based 3D Reconstruction for Radiology: A Systematic ReviewCode1
LL-Gaussian: Low-Light Scene Reconstruction and Enhancement via Gaussian Splatting for Novel View Synthesis—0
TT3D: Table Tennis 3D Reconstruction—0
smFISH_batchRun: A smFISH image processing tool for single-molecule RNA Detection and 3D reconstruction—0
A Constrained Optimization Approach for Gaussian Splatting from Coarsely-posed Images and Noisy Lidar Point Clouds—0
Digital Twin Catalog: A Large-Scale Photorealistic 3D Object Digital Twin Dataset—0
V2V3D: View-to-View Denoised 3D Reconstruction for Light-Field Microscopy—0
Geo4D: Leveraging Video Generators for Geometric 4D Scene ReconstructionCode3
S-EO: A Large-Scale Dataset for Geometry-Aware Shadow Detection in Remote Sensing Applications—0
Wheat3DGS: In-field 3D Reconstruction, Instance Segmentation and Phenotyping of Wheat Heads with Gaussian SplattingCode1
Glossy Object Reconstruction with Cost-effective Polarized Acquisition—0
D^2USt3R: Enhancing 3D Reconstruction with 4D Pointmaps for Dynamic Scenes—0
POMATO: Marrying Pointmap Matching with Temporal Motion for Dynamic 3D ReconstructionCode2
InteractVLM: 3D Interaction Reasoning from 2D Foundational ModelsCode2
Tool-as-Interface: Learning Robot Policies from Human Tool Usage through Imitation Learning—0
Thermoxels: a voxel-based method to generate simulation-ready 3D thermal models—0
HumanDreamer-X: Photorealistic Single-image Human Avatars Reconstruction via Gaussian Restoration—0
NeRFlex: Resource-aware Real-time High-quality Rendering of Complex Scenes on Mobile Devices—0
Compressing 3D Gaussian Splatting by Noise-Substituted Vector QuantizationCode0
Evaluation of Flight Parameters in UAV-based 3D Reconstruction for Rooftop Infrastructure Assessment—0
Diffusion-Guided Gaussian Splatting for Large-Scale Unconstrained 3D Reconstruction and Novel View Synthesis—0
BlenderGym: Benchmarking Foundational Model Systems for Graphics EditingCode1
Neural Pruning for 3D Scene Reconstruction: Efficient NeRF Acceleration—0
SonarSplat: Novel View Synthesis of Imaging Sonar via Gaussian Splatting—0
LiM-Loc: Visual Localization with Dense and Accurate 3D Reference Maps Directly Corresponding 2D Keypoints to 3D LiDAR Point Clouds—0
Free360: Layered Gaussian Splatting for Unbounded 360-Degree View Synthesis from Extremely Sparse and Unposed Views—0
Point Tracking in Surgery--The 2024 Surgical Tattoos in Infrared (STIR) ChallengeCode0
Multiview Image-Based Localization—0
Towards Mobile Sensing with Event Cameras on High-agility Resource-constrained Devices: A Survey—0
GenFusion: Closing the Loop between Reconstruction and Generation via Videos—0
LandMarkSystem Technical ReportCode2
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All datasetsDTUShapeNetData3D−R2N2Scan2CAD3DPeopleAria Digital Twin DatasetAria Synthetic EnvironmentsScanNet

Benchmark Results

#ModelMetricClaimedVerifiedStatus
13D-R2N2Overall0.63—Unverified
2GipumaOverall0.58—Unverified
3COLMAPOverall0.53—Unverified
4MVSNetOverall0.46—Unverified
5Vis-MVSNetOverall0.37—Unverified
6AA-RMVSNetOverall0.36—Unverified
7Cas-MVSNetOverall0.36—Unverified
8EPP-MVSNetOverall0.36—Unverified
9PatchmatchNetOverall0.35—Unverified
10CVP-MVSNetOverall0.35—Unverified
#ModelMetricClaimedVerifiedStatus
1MD-GONIoU92.8—Unverified
2POCOIoU92.6—Unverified
3FS-SDFIoU91.2—Unverified
4DP-ConvONetIoU89.5—Unverified
5ConvONetIoU88.4—Unverified
6ONetIoU76.1—Unverified
7EVolTIoU73.8—Unverified
8ZubicLioIoU65.43—Unverified
#ModelMetricClaimedVerifiedStatus
1AttSets3DIoU0.64—Unverified
2PSGN3DIoU0.64—Unverified
3OGN3DIoU0.6—Unverified
43D-R2N23DIoU0.56—Unverified
#ModelMetricClaimedVerifiedStatus
1Scan2CADAverage Accuracy31.68—Unverified
23DMatchAverage Accuracy10.29—Unverified
#ModelMetricClaimedVerifiedStatus
1SVCPChamfer10—Unverified
#ModelMetricClaimedVerifiedStatus
1EVLAccuracy18.2—Unverified
#ModelMetricClaimedVerifiedStatus
1EVLAccuracy5.7—Unverified
#ModelMetricClaimedVerifiedStatus
1Atlas (finetuned)3DIoU89.4—Unverified