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3D Object Reconstruction

Image: Choy et al

Papers

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Showing 51–100 of 153 papers

TitleStatusHype
Floating No More: Object-Ground Reconstruction from a Single Image—0
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors—0
SnakeVoxFormer: Transformer-based Single Image\ Reconstruction with Run Length Encoding—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
6DOPE-GS: Online 6D Object Pose Estimation using Gaussian Splatting—0
Anytime 3D Object Reconstruction using Multi-modal Variational Autoencoder—0
Mending Neural Implicit Modeling for 3D Vehicle Reconstruction in the Wild—0
2L3: Lifting Imperfect Generated 2D Images into Accurate 3D—0
A Resilient Image Matching Method with an Affine Invariant Feature Detector and Descriptor—0
Attention-based 3D Object Reconstruction from a Single Image—0
Self-supervised Depth Denoising Using Lower- and Higher-quality RGB-D sensors—0
BIGS: Bimanual Category-agnostic Interaction Reconstruction from Monocular Videos via 3D Gaussian Splatting—0
Building 3D Object Models during Manipulation by Reconstruction-Aware Trajectory Optimization—0
Self-supervised Learning of 3D Objects from Natural Images—0
CDI3D: Cross-guided Dense-view Interpolation for 3D Reconstruction—0
Self-Supervised Object-in-Gripper Segmentation from Robotic Motions—0
Cut-and-Approximate: 3D Shape Reconstruction from Planar Cross-sections with Deep Reinforcement Learning—0
Separation of Line Drawings Based on Split Faces for 3D Object Reconstruction—0
Differentiable Rendering for Synthetic Aperture Radar Imagery—0
Digital Twin Catalog: A Large-Scale Photorealistic 3D Object Digital Twin Dataset—0
3D Object Reconstruction with mmWave Radars—0
DITTO-NeRF: Diffusion-based Iterative Text To Omni-directional 3D Model—0
SimNP: Learning Self-Similarity Priors Between Neural Points—0
Dragin3D: Image Editing by Dragging in 3D Space—0
Single-View 3D Reconstruction via SO(2)-Equivariant Gaussian Sculpting Networks—0
Single-view 3D Scene Reconstruction with High-fidelity Shape and Texture—0
EEG-Driven 3D Object Reconstruction with Style Consistency and Diffusion Prior—0
Effect of structure-based training on 3D localization precision and quality—0
GAL: Geometric Adversarial Loss for Single-View 3D-Object Reconstruction—0
3D object reconstruction and 6D-pose estimation from 2D shape for robotic grasping of objects—0
Geodesic-HOF: 3D Reconstruction Without Cutting Corners—0
Geometric Processing for Image-based 3D Object Modeling—0
GSD: View-Guided Gaussian Splatting Diffusion for 3D Reconstruction—0
SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images—0
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era—0
SpaRP: Fast 3D Object Reconstruction and Pose Estimation from Sparse Views—0
Inferring Point Clouds from Single Monocular Images by Depth Intermediation—0
In-Hand 3D Object Reconstruction from a Monocular RGB Video—0
IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images—0
3D-FUTURE: 3D Furniture shape with TextURE—0
Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images—0
Learning Neural Implicit Surfaces with Object-Aware Radiance Fields—0
MarrNet: 3D Shape Reconstruction via 2.5D Sketches—0
3D-Aware Instance Segmentation and Tracking in Egocentric Videos—0
Single-View 3D Object Reconstruction from Shape Priors in Memory—0
SR3D: Unleashing Single-view 3D Reconstruction for Transparent and Specular Object Grasping—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