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Single-View 3D Reconstruction

Papers

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Showing 26–50 of 98 papers

TitleStatusHype
Learning Anchored Unsigned Distance Functions with Gradient Direction Alignment for Single-view Garment ReconstructionCode1
PoinTr: Diverse Point Cloud Completion with Geometry-Aware TransformersCode1
An Effective Loss Function for Generating 3D Models from Single 2D Image without RenderingCode1
Rethinking Content and Style: Exploring Bias for Unsupervised DisentanglementCode1
Continuous Object Representation Networks: Novel View Synthesis without Target View SupervisionCode1
Learning to Detect 3D Reflection Symmetry for Single-View ReconstructionCode1
Robust Learning Through Cross-Task ConsistencyCode1
Few-Shot Single-View 3-D Object Reconstruction with Compositional PriorsCode1
Self-supervised Single-view 3D Reconstruction via Semantic ConsistencyCode1
ViT-NeBLa: A Hybrid Vision Transformer and Neural Beer-Lambert Framework for Single-View 3D Reconstruction of Oral Anatomy from Panoramic Radiographs—0
SR3D: Unleashing Single-view 3D Reconstruction for Transparent and Specular Object Grasping—0
ACT-R: Adaptive Camera Trajectories for Single View 3D Reconstruction—0
GarmentCrafter: Progressive Novel View Synthesis for Single-View 3D Garment Reconstruction and Editing—0
MAGE : Single Image to Material-Aware 3D via the Multi-View G-Buffer Estimation Model—0
Towards End-to-End Neuromorphic Voxel-based 3D Object Reconstruction Without Physical Priors—0
Semi-supervised Single-view 3D Reconstruction via Multi Shape Prior Fusion Strategy and Self-AttentionCode0
M3D: Dual-Stream Selective State Spaces and Depth-Driven Framework for High-Fidelity Single-View 3D ReconstructionCode0
Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images—0
Towards Unified 3D Hair Reconstruction from Single-View Portraits—0
Single-View 3D Reconstruction via SO(2)-Equivariant Gaussian Sculpting Networks—0
Mesh deformation-based single-view 3D reconstruction of thin eyeglasses frames with differentiable rendering—0
Physically Compatible 3D Object Modeling from a Single Image—0
TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes—0
A Pixel Is Worth More Than One 3D Gaussians in Single-View 3D Reconstruction—0
T-Pixel2Mesh: Combining Global and Local Transformer for 3D Mesh Generation from a Single Image—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