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3D Object Reconstruction

Image: Choy et al

Papers

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Showing 1–50 of 153 papers

TitleStatusHype
HuSc3D: Human Sculpture dataset for 3D object reconstructionCode0
Object-X: Learning to Reconstruct Multi-Modal 3D Object Representations—0
SR3D: Unleashing Single-view 3D Reconstruction for Transparent and Specular Object Grasping—0
Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse AttentionCode5
TransparentGS: Fast Inverse Rendering of Transparent Objects with Gaussians—0
3D Object Reconstruction with mmWave Radars—0
Digital Twin Catalog: A Large-Scale Photorealistic 3D Object Digital Twin Dataset—0
CDI3D: Cross-guided Dense-view Interpolation for 3D Reconstruction—0
Multi-Modal 3D Mesh Reconstruction from Images and Text—0
Inter3D: A Benchmark and Strong Baseline for Human-Interactive 3D Object ReconstructionCode0
SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images—0
BIGS: Bimanual Category-agnostic Interaction Reconstruction from Monocular Videos via 3D Gaussian Splatting—0
Dragin3D: Image Editing by Dragging in 3D Space—0
Towards End-to-End Neuromorphic Voxel-based 3D Object Reconstruction Without Physical Priors—0
View Transformation Robustness for Multi-View 3D Object Reconstruction with Reconstruction Error-Guided View SelectionCode0
6DOPE-GS: Online 6D Object Pose Estimation using Gaussian Splatting—0
Refine3DNet: Scaling Precision in 3D Object Reconstruction from Multi-View RGB Images using AttentionCode2
MVBoost: Boost 3D Reconstruction with Multi-View Refinement—0
Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey—0
EEG-Driven 3D Object Reconstruction with Style Consistency and Diffusion Prior—0
Underground Mapping and Localization Based on Ground-Penetrating Radar—0
Single-View 3D Reconstruction via SO(2)-Equivariant Gaussian Sculpting Networks—0
Feature Compression for Cloud-Edge Multimodal 3D Object Detection—0
3D-Aware Instance Segmentation and Tracking in Egocentric Videos—0
SpaRP: Fast 3D Object Reconstruction and Pose Estimation from Sparse Views—0
Floating No More: Object-Ground Reconstruction from a Single Image—0
GSD: View-Guided Gaussian Splatting Diffusion for 3D Reconstruction—0
OpenECAD: An Efficient Visual Language Model for Editable 3D-CAD Design—0
MVDiff: Scalable and Flexible Multi-View Diffusion for 3D Object Reconstruction from Single-View—0
LeanGaussian: Breaking Pixel or Point Cloud Correspondence in Modeling 3D GaussiansCode0
Joint Reconstruction of 3D Human and Object via Contact-Based Refinement TransformerCode2
Towards 3D Vision with Low-Cost Single-Photon Cameras—0
SUP-NeRF: A Streamlined Unification of Pose Estimation and NeRF for Monocular 3D Object ReconstructionCode1
TripoSR: Fast 3D Object Reconstruction from a Single ImageCode9
FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anythingCode2
MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction—0
GaussianObject: High-Quality 3D Object Reconstruction from Four Views with Gaussian SplattingCode5
2L3: Lifting Imperfect Generated 2D Images into Accurate 3D—0
IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images—0
R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human DigitalizationCode0
iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse ViewsCode1
In-Hand 3D Object Reconstruction from a Monocular RGB Video—0
Splatter Image: Ultra-Fast Single-View 3D ReconstructionCode3
DreamComposer: Controllable 3D Object Generation via Multi-View ConditionsCode1
3DFusion, A real-time 3D object reconstruction pipeline based on streamed instance segmented data—0
Single-view 3D Scene Reconstruction with High-fidelity Shape and Texture—0
Effect of structure-based training on 3D localization precision and quality—0
NTO3D: Neural Target Object 3D Reconstruction with Segment AnythingCode1
SimNP: Learning Self-Similarity Priors Between Neural Points—0
Sparse 3D Reconstruction via Object-Centric Ray SamplingCode0
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All datasetsData3D−R2N2BEHAVERenderPeopleShapeNet

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GEOMetricsAvg F167.37—Unverified
2MVDAvg F166.39—Unverified
3Pixel2MeshAvg F159.72—Unverified
4PSGNAvg F148.58—Unverified
53D-R2N2Avg F139.01—Unverified
6N3MRAvg F133.8—Unverified
7LRGT3DIoU0.7—Unverified
8UMIFormer3DIoU0.68—Unverified
9Pix2Vox++/A3DIoU0.67—Unverified
10Pix2Vox-A3DIoU0.66—Unverified
#ModelMetricClaimedVerifiedStatus
1PHOSAChamfer Distance26.62—Unverified
2CHOREChamfer Distance10.66—Unverified
3CONTHOChamfer Distance8.42—Unverified
#ModelMetricClaimedVerifiedStatus
1PIFu (3 views)Chamfer (cm)0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1SoftRas (full)3DIoU0.65—Unverified