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 101–125 of 139 papers

TitleStatusHype
STD-Net: Structure-preserving and Topology-adaptive Deformation Network for 3D Reconstruction from a Single Image—0
3D Brain Reconstruction by Hierarchical Shape-Perception Network from a Single Incomplete Image—0
Teleidoscopic Imaging System for Microscale 3D Shape Reconstruction—0
Template-based Monocular 3D Shape Recovery using Laplacian Meshes—0
Textureless Deformable Surface Reconstruction with Invisible Markers—0
The importance of silhouette optimization in 3D shape reconstruction system from multiple object scenes—0
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
Planes vs. Chairs: Category-guided 3D shape learning without any 3D cues—0
ProbeSDF: Light Field Probes for Neural Surface Reconstruction—0
3D Unsupervised Region-Aware Registration Transformer—0
Real-time 3D Shape Instantiation for Partially-deployed Stent Segment from a Single 2D Fluoroscopic Image in Robot-assisted Fenestrated Endovascular Aortic Repair—0
Real-Time 3D Shape of Micro-Details—0
Real-time Simultaneous Multi-Object 3D Shape Reconstruction, 6DoF Pose Estimation and Dense Grasp Prediction—0
Reconstructing 3D Model from Single-View Sketch with Deep Neural Network—0
RocNet: Recursive Octree Network for Efficient 3D Deep Representation—0
SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space—0
Shape Reconstruction Using Differentiable Projections and Deep Priors—0
Shape Reconstruction Using Volume Sweeping and Learned Photoconsistency—0
Multiview Aggregation for Learning Category-Specific Shape ReconstructionCode0
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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