SOTAVerified

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
Instant Neural Graphics Primitives with a Multiresolution Hash EncodingCode6
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human DigitizationCode3
ShAPO: Implicit Representations for Multi-Object Shape, Appearance, and Pose OptimizationCode2
CenterSnap: Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size EstimationCode2
From Transparent to Opaque: Rethinking Neural Implicit Surfaces with α-NeuSCode1
PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape ReconstructionCode1
Bayesian Diffusion Models for 3D Shape ReconstructionCode1
Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Shape ReconstructionCode1
Neural Poisson Surface Reconstruction: Resolution-Agnostic Shape Reconstruction from Point CloudsCode1
Mesh Density Adaptation for Template-based Shape ReconstructionCode1
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
NAISR: A 3D Neural Additive Model for Interpretable Shape RepresentationCode1
Neural Fourier Filter BankCode1
OReX: Object Reconstruction from Planar Cross-sections Using Neural FieldsCode1
Fine-Grained VR Sketching: Dataset and InsightsCode1
Dual Octree Graph Networks for Learning Adaptive Volumetric Shape RepresentationsCode1
GIFS: Neural Implicit Function for General Shape RepresentationCode1
3D Shape Reconstruction from 2D Images with Disentangled Attribute FlowCode1
NeuralTailor: Reconstructing Sewing Pattern Structures from 3D Point Clouds of GarmentsCode1
Online Adaptation for Implicit Object Tracking and Shape Reconstruction in the WildCode1
A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image SynthesisCode1
ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape GeneratorsCode1
3DIAS: 3D Shape Reconstruction with Implicit Algebraic SurfacesCode1
Active 3D Shape Reconstruction from Vision and TouchCode1
Neural Implicit 3D Shapes from Single Images with Spatial PatternsCode1
Spline Positional Encoding for Learning 3D Implicit Signed Distance FieldsCode1
Holistic 3D Scene Understanding from a Single Image with Implicit RepresentationCode1
The Surprising Positive Knowledge Transfer in Continual 3D Object Shape ReconstructionCode1
E3D: Event-Based 3D Shape ReconstructionCode1
Compositionally Generalizable 3D Structure PredictionCode1
UCSG-NET- Unsupervised Discovering of Constructive Solid Geometry TreeCode1
DmifNet:3D Shape Reconstruction Based on Dynamic Multi-Branch Information FusionCode1
Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANsCode1
Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the WildCode1
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised LearningCode1
GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware SupervisionCode1
3D Shape Reconstruction from Vision and TouchCode1
3D Shape Reconstruction from Free-Hand SketchesCode1
UCSG-Net -- Unsupervised Discovering of Constructive Solid Geometry TreeCode1
3D Reconstruction of Novel Object Shapes from Single ImagesCode1
Learning Local Neighboring Structure for Robust 3D Shape RepresentationCode1
TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment StyleCode1
Implicit Functions in Feature Space for 3D Shape Reconstruction and CompletionCode1
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single ImageCode1
VIBE: Video Inference for Human Body Pose and Shape EstimationCode1
Multi-Garment Net: Learning to Dress 3D People from ImagesCode1
Matryoshka Networks: Predicting 3D Geometry via Nested Shape LayersCode1
BandRC: Band Shifted Raised Cosine Activated Implicit Neural Representations—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