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 751800 of 2326 papers

TitleStatusHype
Learning a Multi-View Stereo MachineCode0
Learning Free-Form Deformations for 3D Object ReconstructionCode0
Learning Single-View 3D Reconstruction with Limited Pose SupervisionCode0
LabelFusion: A Pipeline for Generating Ground Truth Labels for Real RGBD Data of Cluttered ScenesCode0
A Bayesian Approach Toward Robust Multidimensional Ellipsoid-Specific FittingCode0
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D SupervisionCode0
Differentiable probabilistic models of scientific imaging with the Fourier slice theoremCode0
Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D ReconstructionCode0
Joint 3D Shape and Motion Estimation from Rolling Shutter Light-Field ImagesCode0
IPVNet: Learning Implicit Point-Voxel Features for Open-Surface 3D ReconstructionCode0
Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying LightingCode0
IVUS-Net: An Intravascular Ultrasound Segmentation NetworkCode0
Domain-Adaptive Single-View 3D ReconstructionCode0
InfiniTAM v3: A Framework for Large-Scale 3D Reconstruction with Loop ClosureCode0
Incremental Multiview Point Cloud RegistrationCode0
Enhanced Encoder-Decoder Architecture for Accurate Monocular Depth EstimationCode0
Improving Computed Tomography (CT) Reconstruction via 3D Shape InductionCode0
3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth EstimationCode0
UNIKD: UNcertainty-filtered Incremental Knowledge Distillation for Neural Implicit RepresentationCode0
Image2Mesh: A Learning Framework for Single Image 3D ReconstructionCode0
Im2Avatar: Colorful 3D Reconstruction from a Single ImageCode0
Image Stabilization for Hololens Camera in Remote CollaborationCode0
4D SlingBAG: spatial-temporal coupled Gaussian ball for large-scale dynamic 3D photoacoustic iterative reconstructionCode0
The State of Computer Vision Research in AfricaCode0
Hybrid coarse-fine classification for head pose estimationCode0
Hyperparameter-Free Losses for Model-Based Monocular ReconstructionCode0
Intel RealSense Stereoscopic Depth CamerasCode0
Hubless keypoint-based 3D deformable groupwise registrationCode0
ASUR3D: Arbitrary Scale Upsampling and Refinement of 3D Point Clouds using Local Occupancy FieldsCode0
A Subspace-Constrained Tyler's Estimator and its Applications to Structure from MotionCode0
Highlighting objects of interest in an image by integrating saliency and depthCode0
Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial NetworksCode0
Heuristics for optimizing 3D mapping missions over swarm-powered ad hoc cloudsCode0
Dehazing Cost Volume for Deep Multi-view Stereo in Scattering Media with Airlight and Scattering Coefficient EstimationCode0
GraphX-Convolution for Point Cloud Deformation in 2D-to-3D ConversionCode0
HuSc3D: Human Sculpture dataset for 3D object reconstructionCode0
Inter3D: A Benchmark and Strong Baseline for Human-Interactive 3D Object ReconstructionCode0
DeepVoxels: Learning Persistent 3D Feature EmbeddingsCode0
Geo-Supervised Visual Depth PredictionCode0
3D genome reconstruction from partially phased Hi-C dataCode0
Deep Stereo using Adaptive Thin Volume Representation with Uncertainty AwarenessCode0
HarmonicNeRF: Geometry-Informed Synthetic View Augmentation for 3D Scene Reconstruction in Driving ScenariosCode0
GeoDesc: Learning Local Descriptors by Integrating Geometry ConstraintsCode0
DeepPatent2: A Large-Scale Benchmarking Corpus for Technical Drawing UnderstandingCode0
Deep NRSfM++: Towards Unsupervised 2D-3D Lifting in the WildCode0
Deep-MDS Framework for Recovering the 3D Shape of 2D Landmarks from a Single ImageCode0
DeepLiDARFlow: A Deep Learning Architecture For Scene Flow Estimation Using Monocular Camera and Sparse LiDARCode0
Few 'Zero Level Set'-Shot Learning of Shape Signed Distance Functions in Feature SpaceCode0
GAMesh: Guided and Augmented Meshing for Deep Point NetworksCode0
3D-SIS: 3D Semantic Instance Segmentation of RGB-D ScansCode0
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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