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 51–100 of 139 papers

TitleStatusHype
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human DigitizationCode0
Pix3D: Dataset and Methods for Single-Image 3D Shape ModelingCode0
3D Shape Reconstruction from Sketches via Multi-view Convolutional NetworksCode0
Domain-Adaptive Single-View 3D ReconstructionCode0
SpiralNet++: A Fast and Highly Efficient Mesh Convolution OperatorCode0
ZeroShape: Regression-based Zero-shot Shape ReconstructionCode0
Deep Mesh Reconstruction from Single RGB Images via Topology Modification NetworksCode0
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch EmbeddingsCode0
Deep Meta Functionals for Shape RepresentationCode0
Real-time Simultaneous Multi-Object 3D Shape Reconstruction, 6DoF Pose Estimation and Dense Grasp PredictionCode0
Front2Back: Single View 3D Shape Reconstruction via Front to Back PredictionCode0
GAMesh: Guided and Augmented Meshing for Deep Point NetworksCode0
CenterArt: Joint Shape Reconstruction and 6-DoF Grasp Estimation of Articulated ObjectsCode0
Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55Code0
Multi-modal 3D Shape Reconstruction Under Calibration Uncertainty using Parametric Level Set MethodsCode0
Multiview Aggregation for Learning Category-Specific Shape ReconstructionCode0
TouchSDF: A DeepSDF Approach for 3D Shape Reconstruction using Vision-Based Tactile Sensing—0
Towards Panoptic 3D Parsing for Single Image in the Wild—0
Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization—0
Unified Underwater Structure-from-Motion—0
Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly—0
Using Adaptive Gradient for Texture Learning in Single-View 3D Reconstruction—0
VPFusion: Joint 3D Volume and Pixel-Aligned Feature Fusion for Single and Multi-view 3D Reconstruction—0
Neural Dense Non-Rigid Structure from Motion with Latent Space Constraints—0
3D Colored Shape Reconstruction from a Single RGB Image through Diffusion—0
3D Object Reconstruction with mmWave Radars—0
3D Shape Reconstruction from a Single 2D Image via 2D-3D Self-Consistency—0
3D Shape Reconstruction From Images in the Frequency Domain—0
3D shape reconstruction of semi-transparent worms—0
3D Shapes Local Geometry Codes Learning with SDF—0
A Correspondence Relaxation Approach for 3D Shape Reconstruction—0
ActiveNeuS: Neural Signed Distance Fields for Active Stereo—0
A Divide et Impera Approach for 3D Shape Reconstruction from Multiple Views—0
Adopting an Unconstrained Ray Model in Light-Field Cameras for 3D Shape Reconstruction—0
Anytime 3D Object Reconstruction using Multi-modal Variational Autoencoder—0
Analyzing 3D Objects in Cluttered Images—0
An End-to-end Food Portion Estimation Framework Based on Shape Reconstruction from Monocular Image—0
An Interactive Control Approach to 3D Shape Reconstruction—0
A Review of Deep Learning-Powered Mesh Reconstruction Methods—0
A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image—0
BandRC: Band Shifted Raised Cosine Activated Implicit Neural Representations—0
Cut-and-Approximate: 3D Shape Reconstruction from Planar Cross-sections with Deep Reinforcement Learning—0
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method—0
Deep Semi-Supervised 3D Shape Reconstruction by Solving a Poisson Equation with Spectral Methods—0
DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single Image—0
DehazeNeRF: Multiple Image Haze Removal and 3D Shape Reconstruction using Neural Radiance Fields—0
DreaMo: Articulated 3D Reconstruction From A Single Casual Video—0
DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction—0
Event-Based Bispectral Photometry Using Temporally Modulated Illumination—0
Eyeglasses 3D shape reconstruction from a single face image—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