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 76–100 of 139 papers

TitleStatusHype
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