SOTAVerified

3D Shape Reconstruction

Image credit: GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision , ECCV'20

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–139 of 139 papers

TitleStatusHype
STD-Net: Structure-preserving and Topology-adaptive Deformation Network for 3D Reconstruction from a Single Image—0
Implicit Functions in Feature Space for 3D Shape Reconstruction and CompletionCode1
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single ImageCode1
Front2Back: Single View 3D Shape Reconstruction via Front to Back PredictionCode0
VIBE: Video Inference for Human Body Pose and Shape EstimationCode1
In Perfect Shape: Certifiably Optimal 3D Shape Reconstruction from 2D Landmarks—0
DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction—0
SpiralNet++: A Fast and Highly Efficient Mesh Convolution OperatorCode0
An Interactive Control Approach to 3D Shape Reconstruction—0
Shape Reconstruction Using Differentiable Projections and Deep Priors—0
Single-shot 3D shape reconstruction using deep convolutional neural networks—0
Unified Underwater Structure-from-Motion—0
Deep Mesh Reconstruction from Single RGB Images via Topology Modification NetworksCode0
Multi-Garment Net: Learning to Dress 3D People from ImagesCode1
Deep Meta Functionals for Shape RepresentationCode0
Multiview Aggregation for Learning Category-Specific Shape ReconstructionCode0
3D Shape Reconstruction From Images in the Frequency Domain—0
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human DigitizationCode0
Multi-modal 3D Shape Reconstruction Under Calibration Uncertainty using Parametric Level Set MethodsCode0
Real-time 3D Shape Instantiation for Partially-deployed Stent Segment from a Single 2D Fluoroscopic Image in Robot-assisted Fenestrated Endovascular Aortic Repair—0
Domain-Adaptive Single-View 3D ReconstructionCode0
Single-view Object Shape Reconstruction Using Deep Shape Prior and Silhouette—0
3D Shape Reconstruction from a Single 2D Image via 2D-3D Self-Consistency—0
Shape Reconstruction Using Volume Sweeping and Learned Photoconsistency—0
Matryoshka Networks: Predicting 3D Geometry via Nested Shape LayersCode1
Pix3D: Dataset and Methods for Single-Image 3D Shape ModelingCode0
Real-Time 3D Shape of Micro-Details—0
MarrNet: 3D Shape Reconstruction via 2.5D Sketches—0
Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55Code0
DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single Image—0
3D Shape Reconstruction from Sketches via Multi-view Convolutional NetworksCode0
"Maximizing rigidity" revisited: a convex programming approach for generic 3D shape reconstruction from multiple perspective views—0
Learning Category-Specific 3D Shape Models From Weakly Labeled 2D Images—0
A Correspondence Relaxation Approach for 3D Shape Reconstruction—0
A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image—0
Adopting an Unconstrained Ray Model in Light-Field Cameras for 3D Shape Reconstruction—0
Template-based Monocular 3D Shape Recovery using Laplacian Meshes—0
GRED: Graph-Regularized 3D Shape Reconstruction from Highly Anisotropic and Noisy Images—0
Analyzing 3D Objects in Cluttered Images—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AtlasNetCD0.13—Unverified
2MarrNet extension (w/ Pose)CD0.12—Unverified
3TMNCD0.09—Unverified
4MGNCD0.08—Unverified
5IM3DCD0.07—Unverified