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Single-View 3D Reconstruction

Papers

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Showing 51–98 of 98 papers

TitleStatusHype
GeoGS3D: Single-view 3D Reconstruction via Geometric-aware Diffusion Model and Gaussian Splatting—0
Slice3D: Multi-Slice Occlusion-Revealing Single View 3D Reconstruction—0
PlatoNeRF: 3D Reconstruction in Plato's Cave via Single-View Two-Bounce Lidar—0
Primitive-based 3D Human-Object Interaction Modelling and Programming—0
R3D-SWIN:Use Shifted Window Attention for Single-View 3D Reconstruction—0
Slice3D: Multi-Slice, Occlusion-Revealing, Single View 3D Reconstruction—0
Two-stage Synthetic Supervising and Multi-view Consistency Self-supervising based Animal 3D Reconstruction by Single ImageCode0
Single-view 3D Scene Reconstruction with High-fidelity Shape and Texture—0
Single-view 3D reconstruction via inverse procedural modeling—0
PHRIT: Parametric Hand Representation with Implicit Template—0
Dense Voxel 3D Reconstruction Using a Monocular Event Camera—0
LIST: Learning Implicitly from Spatial Transformers for Single-View 3D ReconstructionCode0
Self-Supervised Surgical Instrument 3D Reconstruction from a Single Camera Image—0
IC3D: Image-Conditioned 3D Diffusion for Shape Generation—0
Inferring Implicit 3D Representations from Human Figures on Pictorial Maps—0
Few-shot Single-view 3D Reconstruction with Memory Prior Contrastive Network—0
2D GANs Meet Unsupervised Single-view 3D Reconstruction—0
VoloGAN: Adversarial Domain Adaptation for Synthetic Depth DataCode0
Pre-train, Self-train, Distill: A simple recipe for Supersizing 3D Reconstruction—0
AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis—0
Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction—0
Predicting 3D shapes, masks, and properties of materials, liquids, and objects inside transparent containers, using the TransProteus CGI datasetCode0
Domain Adaptation for Real-World Single View 3D Reconstruction—0
Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction—0
DeepMesh: Differentiable Iso-Surface Extraction—0
Self-Supervised 3D Mesh Reconstruction From Single Images—0
D2IM-Net: Learning Detail Disentangled Implicit Fields From Single Images—0
Learning Compositional Shape Priors for Few-Shot 3D Reconstruction—0
Using Adaptive Gradient for Texture Learning in Single-View 3D Reconstruction—0
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors—0
Look, Cast and Mold: Learning 3D Shape Manifold from Single-view Synthetic Data—0
D^2IM-Net: Learning Detail Disentangled Implicit Fields from Single Images—0
GAMesh: Guided and Augmented Meshing for Deep Point NetworksCode0
Single-View 3D Object Reconstruction from Shape Priors in Memory—0
SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape OptimizationCode0
PQ-NET: A Generative Part Seq2Seq Network for 3D ShapesCode0
Few-Shot Generalization for Single-Image 3D Reconstruction via Priors—0
Hyperparameter-Free Losses for Model-Based Monocular ReconstructionCode0
Learning to Predict 3D Objects with an Interpolation-based Differentiable RendererCode0
DISN: Deep Implicit Surface Network for High-quality Single-view 3D ReconstructionCode0
What Do Single-view 3D Reconstruction Networks Learn?—0
Soft Rasterizer: A Differentiable Renderer for Image-based 3D ReasoningCode0
Learning Implicit Fields for Generative Shape ModelingCode0
Domain-Adaptive Single-View 3D ReconstructionCode0
Learning View Priors for Single-view 3D Reconstruction—0
Learning Single-View 3D Reconstruction with Limited Pose SupervisionCode0
3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single ImageCode0
Relative Volume Constraints for Single View 3D Reconstruction—0
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All datasetsShapeNetShapeNetCoreCommon Objects in 3DGSOSynthEVox3D-TinyATRCUB-200-2011Market-HQTransProteus

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SDFDiff3DIoU0.67—Unverified
2ZubicLio3DIoU0.65—Unverified
3DIB-R3DIoU0.61—Unverified
4NMR [19]3DIoU0.6—Unverified
5voxel [47]3DIoU0.57—Unverified
6retrieval [47]3DIoU0.48—Unverified
#ModelMetricClaimedVerifiedStatus
1AtlasNet3DIoU3—Unverified
2DISN3DIoU0.57—Unverified
3OccNet3DIoU0.56—Unverified
4IMNET3DIoU0.55—Unverified
53DN3DIoU0.49—Unverified
6Pxl2mesh3DIoU0.47—Unverified
#ModelMetricClaimedVerifiedStatus
1NU-MCCAvg. F183.8—Unverified
2MCCAvg. F156.7—Unverified
3PointTrAvg. F139.7—Unverified
#ModelMetricClaimedVerifiedStatus
1SyncDreamerChamfer Distance0.03—Unverified
2Wonder3DChamfer Distance0.02—Unverified
3Unique3DChamfer Distance0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1towards end-to-end neuromorphic voxel-based 3d object reconstruction without physical priorsA-mIoU0.54—Unverified
2E2VA-mIoU0.35—Unverified
#ModelMetricClaimedVerifiedStatus
13D Magic MirrorFID66.8—Unverified
#ModelMetricClaimedVerifiedStatus
13D Magic MirrorFID63.5—Unverified
#ModelMetricClaimedVerifiedStatus
13D Magic MirrorFID46.7—Unverified
#ModelMetricClaimedVerifiedStatus
1XYZNetR20.94—Unverified