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Single-View 3D Reconstruction

Papers

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Showing 1–50 of 98 papers

TitleStatusHype
Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single ImageCode7
Wonder3D: Single Image to 3D using Cross-Domain DiffusionCode5
Zero-1-to-3: Zero-shot One Image to 3D ObjectCode4
Splatter Image: Ultra-Fast Single-View 3D ReconstructionCode3
NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° ViewsCode2
Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with TransformersCode2
Learning to Recover 3D Scene Shape from a Single ImageCode2
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D GenerationCode2
Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstructionCode2
Multiview Compressive Coding for 3D ReconstructionCode2
PAniC-3D: Stylized Single-view 3D Reconstruction from Portraits of Anime CharactersCode2
Gen3DSR: Generalizable 3D Scene Reconstruction via Divide and Conquer from a Single ViewCode2
An Effective Loss Function for Generating 3D Models from Single 2D Image without RenderingCode1
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal PerspectiveCode1
Viewset Diffusion: (0-)Image-Conditioned 3D Generative Models from 2D DataCode1
MonoScene: Monocular 3D Semantic Scene CompletionCode1
Rethinking Content and Style: Exploring Bias for Unsupervised DisentanglementCode1
Learning to Detect 3D Reflection Symmetry for Single-View ReconstructionCode1
NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDFCode1
Robust Learning Through Cross-Task ConsistencyCode1
Continuous Object Representation Networks: Novel View Synthesis without Target View SupervisionCode1
Articulated 3D Human-Object Interactions from RGB Videos: An Empirical Analysis of Approaches and ChallengesCode1
Learning Anchored Unsigned Distance Functions with Gradient Direction Alignment for Single-view Garment ReconstructionCode1
PoinTr: Diverse Point Cloud Completion with Geometry-Aware TransformersCode1
Generative Proxemics: A Prior for 3D Social Interaction from ImagesCode1
Semi-Supervised Single-View 3D Reconstruction via Prototype Shape PriorsCode1
Self-supervised Single-view 3D Reconstruction via Semantic ConsistencyCode1
Topologically-Aware Deformation Fields for Single-View 3D ReconstructionCode1
UMIFormer: Mining the Correlations between Similar Tokens for Multi-View 3D ReconstructionCode1
A Dataset-Dispersion Perspective on Reconstruction Versus Recognition in Single-View 3D Reconstruction NetworksCode1
ABO: Dataset and Benchmarks for Real-World 3D Object UnderstandingCode1
SyncDreamer: Generating Multiview-consistent Images from a Single-view ImageCode1
Few-Shot Single-View 3-D Object Reconstruction with Compositional PriorsCode1
Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance ConsistencyCode1
Pre-train, Self-train, Distill: A simple recipe for Supersizing 3D Reconstruction—0
2D GANs Meet Unsupervised Single-view 3D Reconstruction—0
ACT-R: Adaptive Camera Trajectories for Single View 3D Reconstruction—0
A Pixel Is Worth More Than One 3D Gaussians in Single-View 3D Reconstruction—0
AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis—0
Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction—0
D^2IM-Net: Learning Detail Disentangled Implicit Fields from Single Images—0
D2IM-Net: Learning Detail Disentangled Implicit Fields From Single Images—0
DeepMesh: Differentiable Iso-Surface Extraction—0
Dense Voxel 3D Reconstruction Using a Monocular Event Camera—0
Domain Adaptation for Real-World Single View 3D Reconstruction—0
GeoGS3D: Single-view 3D Reconstruction via Geometric-aware Diffusion Model and Gaussian Splatting—0
Few-Shot Generalization for Single-Image 3D Reconstruction via Priors—0
Few-shot Single-view 3D Reconstruction with Memory Prior Contrastive Network—0
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors—0
GarmentCrafter: Progressive Novel View Synthesis for Single-View 3D Garment Reconstruction and Editing—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