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 901–950 of 2326 papers

TitleStatusHype
3D Reconstruction with Fast Dipole Sums—0
3D Instance Segmentation via Multi-Task Metric Learning—0
Structure from Motion-based Motion Estimation and 3D Reconstruction of Unknown Shaped Space Debris—0
Geometry Processing of Conventionally Produced Mouse Brain Slice Images—0
Coral Model Generation from Single Images for Virtual Reality Applications—0
Globally optimal point set registration by joint symmetry plane fitting—0
Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images—0
GMM-IKRS: Gaussian Mixture Models for Interpretable Keypoint Refinement and Scoring—0
An Efficient Background Term for 3D Reconstruction and Tracking With Smooth Surface Models—0
GNeRP: Gaussian-guided Neural Reconstruction of Reflective Objects with Noisy Polarization Priors—0
Geometry-Aware Recurrent Neural Networks for Active Visual Recognition—0
Geometry and Perception Guided Gaussians for Multiview-consistent 3D Generation from a Single Image—0
Geometric Scene Parsing with Hierarchical LSTM—0
Geometric Prior-Guided Neural Implicit Surface Reconstruction in the Wild—0
Convolutional Neural Networks for cytoarchitectonic brain mapping at large scale—0
An Efficient Approach for Muscle Segmentation and 3D Reconstruction Using Keypoint Tracking in MRI Scan—0
3D Reconstruction using Structured Light from off-the-shelf components—0
Geodesic-HOF: 3D Reconstruction Without Cutting Corners—0
Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images—0
Controllable GAN Synthesis Using Non-Rigid Structure-from-Motion—0
Graph-Guided Scene Reconstruction from Images with 3D Gaussian Splatting—0
Continuous 3D Perception Model with Persistent State—0
GenHMR: Generative Human Mesh Recovery—0
GRIN: Zero-Shot Metric Depth with Pixel-Level Diffusion—0
GenFusion: Closing the Loop between Reconstruction and Generation via Videos—0
Gromov-Wasserstein Problem with Cyclic Symmetry—0
Contact Area Detector using Cross View Projection Consistency for COVID-19 Projects—0
Anatomical basis of sex differences in the electrocardiogram identified by three-dimensional torso-heart imaging reconstruction pipeline—0
3 Dimensional Dense Reconstruction: A Review of Algorithms and Dataset—0
Generative Multiview Relighting for 3D Reconstruction under Extreme Illumination Variation—0
Consistent sets of lines with no colorful incidence—0
GSIR: Generalizable 3D Shape Interpretation and Reconstruction—0
Generative Densification: Learning to Densify Gaussians for High-Fidelity Generalizable 3D Reconstruction—0
Consistent Recurrent Neural Networks for 3D Neuron Segmentation—0
An Approach for Noise Removal on Depth Images—0
Generating 3D Bio-Printable Patches Using Wound Segmentation and Reconstruction to Treat Diabetic Foot Ulcers—0
Consistent123: Improve Consistency for One Image to 3D Object Synthesis—0
GTR: Improving Large 3D Reconstruction Models through Geometry and Texture Refinement—0
Analytical Derivatives for Differentiable Renderer: 3D Pose Estimation by Silhouette Consistency—0
GURecon: Learning Detailed 3D Geometric Uncertainties for Neural Surface Reconstruction—0
3D Reconstruction through Fusion of Cross-View Images—0
GelSight Wedge: Measuring High-Resolution 3D Contact Geometry with a Compact Robot Finger—0
Consistency Diffusion Models for Single-Image 3D Reconstruction with Priors—0
HaloGS: Loose Coupling of Compact Geometry and Gaussian Splats for 3D Scenes—0
HandS3C: 3D Hand Mesh Reconstruction with State Space Spatial Channel Attention from RGB images—0
GauU-Scene: A Scene Reconstruction Benchmark on Large Scale 3D Reconstruction Dataset Using Gaussian Splatting—0
HDM-Net: Monocular Non-Rigid 3D Reconstruction with Learned Deformation Model—0
HDRGS: High Dynamic Range Gaussian Splatting—0
FIRe: Fast Inverse Rendering using Directional and Signed Distance Functions—0
ConRad: Image Constrained Radiance Fields for 3D Generation from a Single Image—0
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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