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3D Object Reconstruction

Image: Choy et al

Papers

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Showing 51–100 of 153 papers

TitleStatusHype
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
Dragin3D: Image Editing by Dragging in 3D Space—0
BIGS: Bimanual Category-agnostic Interaction Reconstruction from Monocular Videos via 3D Gaussian Splatting—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
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
SpaRP: Fast 3D Object Reconstruction and Pose Estimation from Sparse Views—0
3D-Aware Instance Segmentation and Tracking in Egocentric Videos—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
Towards 3D Vision with Low-Cost Single-Photon Cameras—0
MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction—0
2L3: Lifting Imperfect Generated 2D Images into Accurate 3D—0
R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human DigitalizationCode0
IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images—0
In-Hand 3D Object Reconstruction from a Monocular RGB Video—0
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
SimNP: Learning Self-Similarity Priors Between Neural Points—0
Sparse 3D Reconstruction via Object-Centric Ray SamplingCode0
Enforcing 3D Topological Constraints in Composite Objects via Implicit Functions—0
DITTO-NeRF: Diffusion-based Iterative Text To Omni-directional 3D Model—0
Visibility Aware Human-Object Interaction Tracking from Single RGB Camera—0
SnakeVoxFormer: Transformer-based Single Image\ Reconstruction with Run Length Encoding—0
Efficient 3D Object Reconstruction using Visual Transformers—0
Learning Neural Implicit Surfaces with Object-Aware Radiance Fields—0
Multi-View Neural Surface Reconstruction with Structured Light—0
3D Reconstruction of Multiple Objects by mmWave Radar on UAV—0
Cut-and-Approximate: 3D Shape Reconstruction from Planar Cross-sections with Deep Reinforcement Learning—0
Structural Causal 3D Reconstruction—0
Differentiable Rendering for Synthetic Aperture Radar Imagery—0
3D object reconstruction and 6D-pose estimation from 2D shape for robotic grasping of objects—0
ONIX: an X-ray deep-learning tool for 3D reconstructions from sparse views—0
Style Agnostic 3D Reconstruction via Adversarial Style Transfer—0
Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images—0
Visual Enhanced 3D Point Cloud Reconstruction from A Single Image—0
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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