SOTAVerified

3D Reconstruction

3D Reconstruction is the task of creating a 3D model or representation of an object or scene from 2D images or other data sources. The goal of 3D reconstruction is to create a virtual representation of an object or scene that can be used for a variety of purposes, such as visualization, animation, simulation, and analysis. It can be used in fields such as computer vision, robotics, and virtual reality.

Image: Gwak et al

Papers

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Showing 351–400 of 2326 papers

TitleStatusHype
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic ScalingCode1
E3D: Event-Based 3D Shape ReconstructionCode1
3D^2-Actor: Learning Pose-Conditioned 3D-Aware Denoiser for Realistic Gaussian Avatar ModelingCode1
Multi-Event-Camera Depth Estimation and Outlier Rejection by Refocused Events FusionCode1
AutoSweep: Recovering 3D Editable Objectsfrom a Single PhotographCode1
Gaussian-Flow: 4D Reconstruction with Dynamic 3D Gaussian ParticleCode1
ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral TomographyCode1
Doppelgangers: Learning to Disambiguate Images of Similar StructuresCode1
Mono-STAR: Mono-camera Scene-level Tracking and ReconstructionCode1
E-3DGS: Gaussian Splatting with Exposure and Motion EventsCode1
BundleFusion: Real-time Globally Consistent 3D Reconstruction using On-the-fly Surface Re-integrationCode1
Motion-from-Blur: 3D Shape and Motion Estimation of Motion-blurred Objects in VideosCode1
MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View StereoCode1
Multimodal 3D Fusion and In-Situ Learning for Spatially Aware AICode1
DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume ReconstructionCode1
C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT ReconstructionCode1
DITTO: Dual and Integrated Latent Topologies for Implicit 3D ReconstructionCode1
DISORF: A Distributed Online 3D Reconstruction Framework for Mobile RobotsCode1
ACDNet: Adaptively Combined Dilated Convolution for Monocular Panorama Depth EstimationCode1
Camera Calibration through Camera Projection LossCode1
MonoScene: Monocular 3D Semantic Scene CompletionCode1
DI-Fusion: Online Implicit 3D Reconstruction with Deep PriorsCode1
DifferSketching: How Differently Do People Sketch 3D Objects?Code1
Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D ReconstructionCode1
DiffInDScene: Diffusion-based High-Quality 3D Indoor Scene GenerationCode1
Multi-sensor large-scale dataset for multi-view 3D reconstructionCode1
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo MatchingCode1
Detecting Line Segments in Motion-blurred Images with EventsCode1
Automated Aircraft Dent Inspection via a Modified Fourier Transform Profilometry AlgorithmCode1
gSDF: Geometry-Driven Signed Distance Functions for 3D Hand-Object ReconstructionCode1
3D Reconstruction and New View Synthesis of Indoor Environments based on a Dual Neural Radiance FieldCode1
DeOcc-1-to-3: 3D De-Occlusion from a Single Image via Self-Supervised Multi-View DiffusionCode1
Mirror3D: Depth Refinement for Mirror SurfacesCode1
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object SegmentationCode1
Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the WildCode1
CDGS: Confidence-Aware Depth Regularization for 3D Gaussian SplattingCode1
3D Gaussian Splatting against Moving Objects for High-Fidelity Street Scene ReconstructionCode1
Deformable Model-Driven Neural Rendering for High-Fidelity 3D Reconstruction of Human Heads Under Low-View SettingsCode1
Deep Two-View Structure-from-Motion RevisitedCode1
ABO: Dataset and Benchmarks for Real-World 3D Object UnderstandingCode1
A geometry-aware deep network for depth estimation in monocular endoscopyCode1
Human-Aware Object Placement for Visual Environment ReconstructionCode1
Mismatched: Evaluating the Limits of Image Matching Approaches and BenchmarksCode1
NTO3D: Neural Target Object 3D Reconstruction with Segment AnythingCode1
A Two-Stage Masked Autoencoder Based Network for Indoor Depth CompletionCode1
Chupa: Carving 3D Clothed Humans from Skinned Shape Priors using 2D Diffusion Probabilistic ModelsCode1
Attention Weighted Local DescriptorsCode1
Hybrid Rotation Averaging: A Fast and Robust Rotation Averaging ApproachCode1
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object ReconstructionCode1
DeepSDF: Learning Continuous Signed Distance Functions for Shape RepresentationCode1
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All datasetsDTUShapeNetData3D−R2N2Scan2CAD3DPeopleAria Digital Twin DatasetAria Synthetic EnvironmentsScanNet

Benchmark Results

#ModelMetricClaimedVerifiedStatus
13D-R2N2Overall0.63—Unverified
2GipumaOverall0.58—Unverified
3COLMAPOverall0.53—Unverified
4MVSNetOverall0.46—Unverified
5Vis-MVSNetOverall0.37—Unverified
6AA-RMVSNetOverall0.36—Unverified
7Cas-MVSNetOverall0.36—Unverified
8EPP-MVSNetOverall0.36—Unverified
9PatchmatchNetOverall0.35—Unverified
10CVP-MVSNetOverall0.35—Unverified
#ModelMetricClaimedVerifiedStatus
1MD-GONIoU92.8—Unverified
2POCOIoU92.6—Unverified
3FS-SDFIoU91.2—Unverified
4DP-ConvONetIoU89.5—Unverified
5ConvONetIoU88.4—Unverified
6ONetIoU76.1—Unverified
7EVolTIoU73.8—Unverified
8ZubicLioIoU65.43—Unverified
#ModelMetricClaimedVerifiedStatus
1AttSets3DIoU0.64—Unverified
2PSGN3DIoU0.64—Unverified
3OGN3DIoU0.6—Unverified
43D-R2N23DIoU0.56—Unverified
#ModelMetricClaimedVerifiedStatus
1Scan2CADAverage Accuracy31.68—Unverified
23DMatchAverage Accuracy10.29—Unverified
#ModelMetricClaimedVerifiedStatus
1SVCPChamfer10—Unverified
#ModelMetricClaimedVerifiedStatus
1EVLAccuracy18.2—Unverified
#ModelMetricClaimedVerifiedStatus
1EVLAccuracy5.7—Unverified
#ModelMetricClaimedVerifiedStatus
1Atlas (finetuned)3DIoU89.4—Unverified