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

Showing 301350 of 2326 papers

TitleStatusHype
Enhancing Agricultural Environment Perception via Active Vision and Zero-Shot LearningCode1
MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single ImageCode1
Mismatched: Evaluating the Limits of Image Matching Approaches and BenchmarksCode1
Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo viewsCode1
Efficient Implicit Neural Reconstruction Using LiDARCode1
Matérn Kernels for Tunable Implicit Surface ReconstructionCode1
E-3DGS: Gaussian Splatting with Exposure and Motion EventsCode1
Dynamic Plane Convolutional Occupancy NetworksCode1
E3D: Event-Based 3D Shape ReconstructionCode1
MBW: Multi-view Bootstrapping in the WildCode1
Fast and Lightweight Scene Regressor for Camera RelocalizationCode1
MaRF: Representing Mars as Neural Radiance FieldsCode1
Bayesian Diffusion Models for 3D Shape ReconstructionCode1
DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume ReconstructionCode1
PCRNet: Point Cloud Registration Network using PointNet EncodingCode1
MaRINeR: Enhancing Novel Views by Matching Rendered Images with Nearby ReferencesCode1
MCN-SLAM: Multi-Agent Collaborative Neural SLAM with Hybrid Implicit Neural Scene RepresentationCode1
MobileBrick: Building LEGO for 3D Reconstruction on Mobile DevicesCode1
Multi-sensor large-scale dataset for multi-view 3D reconstructionCode1
DI-Fusion: Online Implicit 3D Reconstruction with Deep PriorsCode1
DifferSketching: How Differently Do People Sketch 3D Objects?Code1
DiffInDScene: Diffusion-based High-Quality 3D Indoor Scene GenerationCode1
Doppelgangers: Learning to Disambiguate Images of Similar StructuresCode1
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic ScalingCode1
EgoLoc: Revisiting 3D Object Localization from Egocentric Videos with Visual QueriesCode1
AutoSweep: Recovering 3D Editable Objectsfrom a Single PhotographCode1
Detecting Line Segments in Motion-blurred Images with EventsCode1
E2GS: Event Enhanced Gaussian SplattingCode1
DeOcc-1-to-3: 3D De-Occlusion from a Single Image via Self-Supervised Multi-View DiffusionCode1
Bidirectional Semi-supervised Dual-branch CNN for Robust 3D Reconstruction of Stereo Endoscopic Images via Adaptive Cross and Parallel SupervisionsCode1
Living Scenes: Multi-object Relocalization and Reconstruction in Changing 3D EnvironmentsCode1
Long-Range Grouping Transformer for Multi-View 3D ReconstructionCode1
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object SegmentationCode1
Deep Two-View Structure-from-Motion RevisitedCode1
ACDNet: Adaptively Combined Dilated Convolution for Monocular Panorama Depth EstimationCode1
Active 3D Shape Reconstruction from Vision and TouchCode1
Deformable Model-Driven Neural Rendering for High-Fidelity 3D Reconstruction of Human Heads Under Low-View SettingsCode1
BlendedMVS: A Large-scale Dataset for Generalized Multi-view Stereo NetworksCode1
LineGS : 3D Line Segment Representation on 3D Gaussian SplattingCode1
DeepSDF: Learning Continuous Signed Distance Functions for Shape RepresentationCode1
LiDAR-NeRF: Novel LiDAR View Synthesis via Neural Radiance FieldsCode1
Deep Local Shapes: Learning Local SDF Priors for Detailed 3D ReconstructionCode1
BodySLAM: A Generalized Monocular Visual SLAM Framework for Surgical ApplicationsCode1
Evaluate Geometry of Radiance Fields with Low-frequency Color PriorCode1
DeepShadow: Neural Shape from ShadowCode1
Event-based Stereo Visual OdometryCode1
Leveraging Thermal Modality to Enhance Reconstruction in Low-Light ConditionsCode1
FaceOcc: A Diverse, High-quality Face Occlusion Dataset for Human Face ExtractionCode1
LivePose: Online 3D Reconstruction from Monocular Video with Dynamic Camera PosesCode1
Long-term Dependency for 3D Reconstruction of Freehand Ultrasound Without External TrackerCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
13D-R2N2Overall0.63Unverified
2GipumaOverall0.58Unverified
3COLMAPOverall0.53Unverified
4MVSNetOverall0.46Unverified
5Vis-MVSNetOverall0.37Unverified
6AA-RMVSNetOverall0.36Unverified
7Cas-MVSNetOverall0.36Unverified
8EPP-MVSNetOverall0.36Unverified
9PatchmatchNetOverall0.35Unverified
10CVP-MVSNetOverall0.35Unverified
#ModelMetricClaimedVerifiedStatus
1MD-GONIoU92.8Unverified
2POCOIoU92.6Unverified
3FS-SDFIoU91.2Unverified
4DP-ConvONetIoU89.5Unverified
5ConvONetIoU88.4Unverified
6ONetIoU76.1Unverified
7EVolTIoU73.8Unverified
8ZubicLioIoU65.43Unverified
#ModelMetricClaimedVerifiedStatus
1AttSets3DIoU0.64Unverified
2PSGN3DIoU0.64Unverified
3OGN3DIoU0.6Unverified
43D-R2N23DIoU0.56Unverified
#ModelMetricClaimedVerifiedStatus
1Scan2CADAverage Accuracy31.68Unverified
23DMatchAverage Accuracy10.29Unverified
#ModelMetricClaimedVerifiedStatus
1SVCPChamfer10Unverified
#ModelMetricClaimedVerifiedStatus
1EVLAccuracy18.2Unverified
#ModelMetricClaimedVerifiedStatus
1EVLAccuracy5.7Unverified
#ModelMetricClaimedVerifiedStatus
1Atlas (finetuned)3DIoU89.4Unverified