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
NeuralTailor: Reconstructing Sewing Pattern Structures from 3D Point Clouds of GarmentsCode1
Taylor3DNet: Fast 3D Shape Inference With Landmark Points Based Taylor Series—0
GAN2Shape - Create 3D Shape with 2D GANs—0
Instant Neural Graphics Primitives with a Multiresolution Hash EncodingCode6
Online Adaptation for Implicit Object Tracking and Shape Reconstruction in the WildCode1
Towards Panoptic 3D Parsing for Single Image in the Wild—0
A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image SynthesisCode1
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
ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape GeneratorsCode1
3D Shapes Local Geometry Codes Learning with SDF—0
3DIAS: 3D Shape Reconstruction with Implicit Algebraic SurfacesCode1
Learning Canonical 3D Object Representation for Fine-Grained Recognition—0
3D Brain Reconstruction by Hierarchical Shape-Perception Network from a Single Incomplete Image—0
Active 3D Shape Reconstruction from Vision and TouchCode1
Event-Based Bispectral Photometry Using Temporally Modulated Illumination—0
Neural Implicit 3D Shapes from Single Images with Spatial PatternsCode1
Spline Positional Encoding for Learning 3D Implicit Signed Distance FieldsCode1
Using Adaptive Gradient for Texture Learning in Single-View 3D Reconstruction—0
Reconstructing 3D Model from Single-View Sketch with Deep Neural Network—0
Holistic 3D Scene Understanding from a Single Image with Implicit RepresentationCode1
Anytime 3D Object Reconstruction using Multi-modal Variational Autoencoder—0
The Surprising Positive Knowledge Transfer in Continual 3D Object Shape ReconstructionCode1
From Points to Multi-Object 3D Reconstruction—0
The importance of silhouette optimization in 3D shape reconstruction system from multiple object scenes—0
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
A Divide et Impera Approach for 3D Shape Reconstruction from Multiple Views—0
Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANsCode1
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
RocNet: Recursive Octree Network for Efficient 3D Deep Representation—0
Eyeglasses 3D shape reconstruction from a single face image—0
Neural Dense Non-Rigid Structure from Motion with Latent Space Constraints—0
KAPLAN: A 3D Point Descriptor for Shape Completion—0
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
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human DigitizationCode3
TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment StyleCode1
Single-View 3D Object Reconstruction from Shape Priors in Memory—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