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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 2326 papers

TitleStatusHype
Kimera-Multi: Robust, Distributed, Dense Metric-Semantic SLAM for Multi-Robot SystemsCode1
Evaluate Geometry of Radiance Fields with Low-frequency Color PriorCode1
3D-RETR: End-to-End Single and Multi-View 3D Reconstruction with TransformersCode1
ENRICH: Multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetryCode1
3D-C2FT: Coarse-to-fine Transformer for Multi-view 3D ReconstructionCode1
Event-based Stereo Visual OdometryCode1
Incremental Visual-Inertial 3D Mesh Generation with Structural RegularitiesCode1
Enhancing Agricultural Environment Perception via Active Vision and Zero-Shot LearningCode1
Indoor Panorama Planar 3D Reconstruction via Divide and ConquerCode1
Implicit Shape and Appearance Priors for Few-Shot Full Head ReconstructionCode1
Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo viewsCode1
Improving neural implicit surfaces geometry with patch warpingCode1
IVS3D: An Open Source Framework for Intelligent Video Sampling and Preprocessing to Facilitate 3D ReconstructionCode1
Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian SplattingCode1
E3D: Event-Based 3D Shape ReconstructionCode1
An Effective Loss Function for Generating 3D Models from Single 2D Image without RenderingCode1
3D Reconstruction Using a Linear Laser Scanner and a CameraCode1
E-3DGS: Gaussian Splatting with Exposure and Motion EventsCode1
Hybrid Rotation Averaging: A Fast and Robust Rotation Averaging ApproachCode1
Human Mesh Recovery from Multiple ShotsCode1
Dynamic Plane Convolutional Occupancy NetworksCode1
E2GS: Event Enhanced Gaussian SplattingCode1
HyNet: Learning Local Descriptor with Hybrid Similarity Measure and Triplet LossCode1
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic ScalingCode1
EventEgo3D: 3D Human Motion Capture from Egocentric Event StreamsCode1
FineRecon: Depth-aware Feed-forward Network for Detailed 3D ReconstructionCode1
3DInvNet: A Deep Learning-Based 3D Ground-Penetrating Radar Data InversionCode1
Doppelgangers: Learning to Disambiguate Images of Similar StructuresCode1
IceCloudNet: 3D reconstruction of cloud ice from Meteosat SEVIRICode1
Enhance-NeRF: Multiple Performance Evaluation for Neural Radiance FieldsCode1
DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume ReconstructionCode1
DITTO: Dual and Integrated Latent Topologies for Implicit 3D ReconstructionCode1
Amodal 3D Reconstruction for Robotic Manipulation via Stability and ConnectivityCode1
How to Use Diffusion Priors under Sparse Views?Code1
HRBF-Fusion: Accurate 3D reconstruction from RGB-D data using on-the-fly implicitsCode1
Efficient Implicit Neural Reconstruction Using LiDARCode1
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal PerspectiveCode1
HO-Cap: A Capture System and Dataset for 3D Reconstruction and Pose Tracking of Hand-Object InteractionCode1
Enhancing Monocular 3D Scene Completion with Diffusion ModelCode1
DISORF: A Distributed Online 3D Reconstruction Framework for Mobile RobotsCode1
Explicit and Implicit Representations in AI-based 3D Reconstruction for Radiology: A Systematic ReviewCode1
Extremely Dense Point Correspondences using a Learned Feature DescriptorCode1
Human-Aware Object Placement for Visual Environment ReconstructionCode1
iMatching: Imperative Correspondence LearningCode1
FaceScape: 3D Facial Dataset and Benchmark for Single-View 3D Face ReconstructionCode1
3DGR-CAR: Coronary artery reconstruction from ultra-sparse 2D X-ray views with a 3D Gaussians representationCode1
DifferSketching: How Differently Do People Sketch 3D Objects?Code1
Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the WildCode1
DeOcc-1-to-3: 3D De-Occlusion from a Single Image via Self-Supervised Multi-View DiffusionCode1
AIR-Nets: An Attention-Based Framework for Locally Conditioned Implicit RepresentationsCode1
Show:102550
← PrevPage 5 of 47Next →
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