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3D Object Reconstruction

Image: Choy et al

Papers

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Showing 51–100 of 153 papers

TitleStatusHype
Long-Range Grouping Transformer for Multi-View 3D ReconstructionCode1
A One Stop 3D Target Reconstruction and multilevel Segmentation MethodCode1
NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDFCode1
Enforcing 3D Topological Constraints in Composite Objects via Implicit Functions—0
Multi-view 3D Object Reconstruction and Uncertainty Modelling with Neural Shape PriorCode1
CAD-Estate: Large-scale CAD Model Annotation in RGB VideosCode1
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
MobileBrick: Building LEGO for 3D Reconstruction on Mobile DevicesCode1
UMIFormer: Mining the Correlations between Similar Tokens for Multi-View 3D ReconstructionCode1
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
Single-view 3D Mesh Reconstruction for Seen and Unseen CategoriesCode1
Structural Causal 3D Reconstruction—0
Monocular 3D Object Reconstruction with GAN InversionCode1
Self-calibrating Photometric Stereo by Neural Inverse RenderingCode1
Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance ConsistencyCode1
BEHAVE: Dataset and Method for Tracking Human Object InteractionsCode1
CHORE: Contact, Human and Object REconstruction from a single RGB imageCode1
Differentiable Rendering for Synthetic Aperture Radar Imagery—0
Neural Face Identification in a 2D Wireframe Projection of a Manifold ObjectCode1
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
Phase-SLAM: Phase Based Simultaneous Localization and Mapping for Mobile Structured Light Illumination SystemsCode1
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
Toward Realistic Single-View 3D Object Reconstruction with Unsupervised Learning from Multiple ImagesCode1
DSP-SLAM: Object Oriented SLAM with Deep Shape PriorsCode1
Visual Enhanced 3D Point Cloud Reconstruction from A Single Image—0
Object Wake-up: 3D Object Rigging from a Single Image—0
Pose Estimation and 3D Reconstruction of Vehicles from Stereo-Images Using a Subcategory-Aware Shape Prior—0
Geometric Processing for Image-based 3D Object Modeling—0
2nd Place Solution for IJCAI-PRICAI 2020 3D AI Challenge: 3D Object Reconstruction from A Single ImageCode0
Multi-view 3D Reconstruction of a Texture-less Smooth Surface of Unknown Generic ReflectanceCode1
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View ReconstructionCode1
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors—0
Multi-view 3D Reconstruction with Transformer—0
Deep Implicit Moving Least-Squares Functions for 3D ReconstructionCode1
Modeling 3D Surface Manifolds with a Locally Conditioned AtlasCode0
Anytime 3D Object Reconstruction using Multi-modal Variational Autoencoder—0
Next-best-view Regression using a 3D Convolutional Neural NetworkCode0
Mending Neural Implicit Modeling for 3D Vehicle Reconstruction in the Wild—0
Multi-View 3D Reconstruction With Transformers—0
DmifNet:3D Shape Reconstruction Based on Dynamic Multi-Branch Information FusionCode1
Adding Knowledge to Unsupervised Algorithms for the Recognition of IntentCode0
SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static ImagesCode1
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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