SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 153 papers

TitleStatusHype
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D SupervisionCode0
2nd Place Solution for IJCAI-PRICAI 2020 3D AI Challenge: 3D Object Reconstruction from A Single ImageCode0
Photometric Mesh Optimization for Video-Aligned 3D Object ReconstructionCode0
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded ObjectsCode0
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human DigitizationCode0
Soft Rasterizer: A Differentiable Renderer for Image-based 3D ReasoningCode0
Modeling 3D Surface Manifolds with a Locally Conditioned AtlasCode0
Toward 3D Object Reconstruction from Stereo ImagesCode0
Pixel2Mesh: Generating 3D Mesh Models from Single RGB ImagesCode0
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal ImagingCode0
Deep Single-View 3D Object Reconstruction with Visual Hull EmbeddingCode0
View Transformation Robustness for Multi-View 3D Object Reconstruction with Reconstruction Error-Guided View SelectionCode0
Dense 3D Object Reconstruction from a Single Depth ViewCode0
3D Object Reconstruction from a Single Depth View with Adversarial LearningCode0
LeanGaussian: Breaking Pixel or Point Cloud Correspondence in Modeling 3D GaussiansCode0
R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human DigitalizationCode0
Learning Efficient Point Cloud Generation for Dense 3D Object ReconstructionCode0
3D Point Capsule NetworksCode0
Next-best-view Regression using a 3D Convolutional Neural NetworkCode0
Learning Free-Form Deformations for 3D Object ReconstructionCode0
Hierarchical Surface Prediction for 3D Object ReconstructionCode0
Learning Pose-invariant 3D Object Reconstruction from Single-view ImagesCode0
Adding Knowledge to Unsupervised Algorithms for the Recognition of IntentCode0
Sparse 3D Reconstruction via Object-Centric Ray SamplingCode0
Supervised Learning of the Next-Best-View for 3D Object Reconstruction—0
Multi-View 3D Reconstruction With Transformers—0
Multi-view 3D Reconstruction with Transformer—0
Multi-View Neural Surface Reconstruction with Structured Light—0
MVBoost: Boost 3D Reconstruction with Multi-View Refinement—0
MVDiff: Scalable and Flexible Multi-View Diffusion for 3D Object Reconstruction from Single-View—0
MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction—0
MVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image—0
Visibility Aware Human-Object Interaction Tracking from Single RGB Camera—0
NodeSLAM: Neural Object Descriptors for Multi-View Shape Reconstruction—0
Towards 3D Vision with Low-Cost Single-Photon Cameras—0
Towards End-to-End Neuromorphic Voxel-based 3D Object Reconstruction Without Physical Priors—0
Object Wake-up: 3D Object Rigging from a Single Image—0
Object-X: Learning to Reconstruct Multi-Modal 3D Object Representations—0
ONIX: an X-ray deep-learning tool for 3D reconstructions from sparse views—0
OpenECAD: An Efficient Visual Language Model for Editable 3D-CAD Design—0
TransparentGS: Fast Inverse Rendering of Transparent Objects with Gaussians—0
Picture: A Probabilistic Programming Language for Scene Perception—0
Pix2Vex: Image-to-Geometry Reconstruction using a Smooth Differentiable Renderer—0
Visual Enhanced 3D Point Cloud Reconstruction from A Single Image—0
Efficient 3D Object Reconstruction using Visual Transformers—0
Pose Estimation and 3D Reconstruction of Vehicles from Stereo-Images Using a Subcategory-Aware Shape Prior—0
3DFusion, A real-time 3D object reconstruction pipeline based on streamed instance segmented data—0
Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey—0
3D-RCNN: Instance-Level 3D Object Reconstruction via Render-and-Compare—0
3D Reconstruction of Multiple Objects by mmWave Radar on UAV—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