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3D Shape Reconstruction

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

Papers

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Showing 1–50 of 139 papers

TitleStatusHype
BandRC: Band Shifted Raised Cosine Activated Implicit Neural Representations—0
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
From Transparent to Opaque: Rethinking Neural Implicit Surfaces with α-NeuSCode1
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
PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape ReconstructionCode1
Robust 3D Shape Reconstruction in Zero-Shot from a Single Image in the Wild—0
Bayesian Diffusion Models for 3D Shape ReconstructionCode1
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
Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Shape ReconstructionCode1
Textureless Deformable Surface Reconstruction with Invisible Markers—0
An End-to-end Food Portion Estimation Framework Based on Shape Reconstruction from Monocular Image—0
Neural Poisson Surface Reconstruction: Resolution-Agnostic Shape Reconstruction from Point CloudsCode1
Mesh Density Adaptation for Template-based Shape ReconstructionCode1
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
gSDF: Geometry-Driven Signed Distance Functions for 3D Hand-Object ReconstructionCode1
Parcel3D: Shape Reconstruction from Single RGB Images for Applications in Transportation LogisticsCode1
Multi-View Azimuth Stereo via Tangent Space ConsistencyCode1
DehazeNeRF: Multiple Image Haze Removal and 3D Shape Reconstruction using Neural Radiance Fields—0
NAISR: A 3D Neural Additive Model for Interpretable Shape RepresentationCode1
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 Fourier Filter BankCode1
Neural Poisson: Indicator Functions for Neural Fields—0
OReX: Object Reconstruction from Planar Cross-sections Using Neural FieldsCode1
Cut-and-Approximate: 3D Shape Reconstruction from Planar Cross-sections with Deep Reinforcement Learning—0
Fine-Grained VR Sketching: Dataset and InsightsCode1
Multi-View Reconstruction using Signed Ray Distance Functions (SRDF)—0
ShAPO: Implicit Representations for Multi-Object Shape, Appearance, and Pose OptimizationCode2
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method—0
Dual Octree Graph Networks for Learning Adaptive Volumetric Shape RepresentationsCode1
Planes vs. Chairs: Category-guided 3D shape learning without any 3D cues—0
GIFS: Neural Implicit Function for General Shape RepresentationCode1
SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space—0
3D Shape Reconstruction from 2D Images with Disentangled Attribute FlowCode1
VPFusion: Joint 3D Volume and Pixel-Aligned Feature Fusion for Single and Multi-view 3D Reconstruction—0
CenterSnap: Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size EstimationCode2
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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