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
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting—0
3D Object Reconstruction with mmWave Radars—0
3D Shape Completion using Multi-Resolution Spectral EncodingCode0
HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories—0
ProbeSDF: Light Field Probes for Neural Surface Reconstruction—0
Guide3D: A Bi-planar X-ray Dataset for 3D Shape Reconstruction—0
ActiveNeuS: Neural Signed Distance Fields for Active Stereo—0
CenterArt: Joint Shape Reconstruction and 6-DoF Grasp Estimation of Articulated ObjectsCode0
Robust 3D Shape Reconstruction in Zero-Shot from a Single Image in the Wild—0
L4D-Track: Language-to-4D Modeling Towards 6-DoF Tracking and Shape Reconstruction in 3D Point Cloud Stream—0
ZeroShape: Regression-based Zero-shot Shape ReconstructionCode0
DreaMo: Articulated 3D Reconstruction From A Single Casual Video—0
TouchSDF: A DeepSDF Approach for 3D Shape Reconstruction using Vision-Based Tactile Sensing—0
Textureless Deformable Surface Reconstruction with Invisible Markers—0
An End-to-end Food Portion Estimation Framework Based on Shape Reconstruction from Monocular Image—0
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch EmbeddingsCode0
Real-time Simultaneous Multi-Object 3D Shape Reconstruction, 6DoF Pose Estimation and Dense Grasp PredictionCode0
3D shape reconstruction of semi-transparent worms—0
DehazeNeRF: Multiple Image Haze Removal and 3D Shape Reconstruction using Neural Radiance Fields—0
A Review of Deep Learning-Powered Mesh Reconstruction Methods—0
Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly—0
MiShape: 3D Shape Modelling of Mitochondria in Microscopy—0
3D Colored Shape Reconstruction from a Single RGB Image through Diffusion—0
Teleidoscopic Imaging System for Microscale 3D Shape Reconstruction—0
Neural Poisson: Indicator Functions for Neural Fields—0
Cut-and-Approximate: 3D Shape Reconstruction from Planar Cross-sections with Deep Reinforcement Learning—0
Multi-View Reconstruction using Signed Ray Distance Functions (SRDF)—0
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method—0
Planes vs. Chairs: Category-guided 3D shape learning without any 3D cues—0
SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space—0
VPFusion: Joint 3D Volume and Pixel-Aligned Feature Fusion for Single and Multi-view 3D Reconstruction—0
Taylor3DNet: Fast 3D Shape Inference With Landmark Points Based Taylor Series—0
GAN2Shape - Create 3D Shape with 2D GANs—0
Towards Panoptic 3D Parsing for Single Image in the Wild—0
Meta-Learning 3D Shape Segmentation Functions—0
3D Unsupervised Region-Aware Registration Transformer—0
Deep Semi-Supervised 3D Shape Reconstruction by Solving a Poisson Equation with Spectral Methods—0
3D Shapes Local Geometry Codes Learning with SDF—0
Learning Canonical 3D Object Representation for Fine-Grained Recognition—0
3D Brain Reconstruction by Hierarchical Shape-Perception Network from a Single Incomplete Image—0
Event-Based Bispectral Photometry Using Temporally Modulated Illumination—0
Using Adaptive Gradient for Texture Learning in Single-View 3D Reconstruction—0
Reconstructing 3D Model from Single-View Sketch with Deep Neural Network—0
Anytime 3D Object Reconstruction using Multi-modal Variational Autoencoder—0
From Points to Multi-Object 3D Reconstruction—0
The importance of silhouette optimization in 3D shape reconstruction system from multiple object scenes—0
A Divide et Impera Approach for 3D Shape Reconstruction from Multiple Views—0
GAMesh: Guided and Augmented Meshing for Deep Point NetworksCode0
Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization—0
Monocular Differentiable Rendering for Self-Supervised 3D Object Detection—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