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3D Object Reconstruction

Image: Choy et al

Papers

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Showing 76–100 of 153 papers

TitleStatusHype
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