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 801–850 of 2326 papers

TitleStatusHype
HiMoR: Monocular Deformable Gaussian Reconstruction with Hierarchical Motion Representation—0
Advancing Adversarial Robustness in GNeRFs: The IL2-NeRF AttackCode0
Pos3R: 6D Pose Estimation for Unseen Objects Made Easy—0
BG-Triangle: Bezier Gaussian Triangle for 3D Vectorization and Rendering—0
SpecTRe-GS: Modeling Highly Specular Surfaces with Reflected Nearby Objects by Tracing Rays in 3D Gaussian Splatting—0
MAGE : Single Image to Material-Aware 3D via the Multi-View G-Buffer Estimation Model—0
GaPT-DAR: Category-level Garments Pose Tracking via Integrated 2D Deformation and 3D Reconstruction—0
Shading Meets Motion: Self-supervised Indoor 3D Reconstruction Via Simultaneous Shape-from-Shading and Structure-from-Motion—0
Learning Partonomic 3D Reconstruction from Image CollectionsCode0
LIRM: Large Inverse Rendering Model for Progressive Reconstruction of Shape, Materials and View-dependent Radiance Fields—0
Taming Feed-forward Reconstruction Models as Latent Encoders for 3D Generative Models—0
Tech Report: Divide and Conquer 3D Real-Time Reconstruction for Improved IGS—0
PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAMCode0
FPGA-based Acceleration of Neural Network for Image Classification using Vitis AI—0
Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models—0
Resolution-Robust 3D MRI Reconstruction with 2D Diffusion Priors: Diverse-Resolution Training Outperforms Interpolation—0
PartGen: Part-level 3D Generation and Reconstruction with Multi-View Diffusion Models—0
Context-Aware Outlier Rejection for Robust Multi-View 3D Tracking of Similar Small Birds in An Outdoor AviaryCode0
EasyVis2: A Real Time Multi-view 3D Visualization for Laparoscopic Surgery Training Enhanced by a Deep Neural Network YOLOv8-Pose—0
LUCES-MV: A Multi-View Dataset for Near-Field Point Light Source Photometric Stereo—0
An Immersive Multi-Elevation Multi-Seasonal Dataset for 3D Reconstruction and Visualization—0
GenHMR: Generative Human Mesh Recovery—0
GURecon: Learning Detailed 3D Geometric Uncertainties for Neural Surface Reconstruction—0
GSRender: Deduplicated Occupancy Prediction via Weakly Supervised 3D Gaussian Splatting—0
Generative Multiview Relighting for 3D Reconstruction under Extreme Illumination Variation—0
Improving Geometry in Sparse-View 3DGS via Reprojection-based DoF Separation—0
Diffusion priors for Bayesian 3D reconstruction from incomplete measurements—0
MobiFuse: A High-Precision On-device Depth Perception System with Multi-Data Fusion—0
Turbo-GS: Accelerating 3D Gaussian Fitting for High-Quality Radiance Fields—0
MegaSynth: Scaling Up 3D Scene Reconstruction with Synthesized Data—0
SemStereo: Semantic-Constrained Stereo Matching Network for Remote Sensing—0
View Transformation Robustness for Multi-View 3D Object Reconstruction with Reconstruction Error-Guided View SelectionCode0
Wonderland: Navigating 3D Scenes from a Single Image—0
EGP3D: Edge-guided Geometric Preserving 3D Point Cloud Super-resolution for RGB-D camera—0
IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and Illuminations—0
Facial Surgery Preview Based on the Orthognathic Treatment Prediction—0
AURORA: Automated Unleash of 3D Room Outlines for VR Applications—0
VividFace: A Diffusion-Based Hybrid Framework for High-Fidelity Video Face Swapping—0
A Plug-and-Play Algorithm for 3D Video Super-Resolution of Single-Photon LiDAR data—0
FreeSplatter: Pose-free Gaussian Splatting for Sparse-view 3D Reconstruction—0
LiftImage3D: Lifting Any Single Image to 3D Gaussians with Video Generation Priors—0
Hyperbolic-constraint Point Cloud Reconstruction from Single RGB-D Images—0
Mixture of neural fields for heterogeneous reconstruction in cryo-EM—0
Learning Camera Movement Control from Real-World Drone Videos—0
3D Mesh Editing using Masked LRMs—0
Coherent3D: Coherent 3D Portrait Video Reconstruction via Triplane Fusion—0
DSplats: 3D Generation by Denoising Splats-Based Multiview Diffusion Models—0
Pragmatist: Multiview Conditional Diffusion Models for High-Fidelity 3D Reconstruction from Unposed Sparse Views—0
RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation—0
LoRA3D: Low-Rank Self-Calibration of 3D Geometric Foundation Models—0
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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