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 51–100 of 2326 papers

TitleStatusHype
MR2US-Pro: Prostate MR to Ultrasound Image Translation and Registration Based on Diffusion Models—0
SR3D: Unleashing Single-view 3D Reconstruction for Transparent and Specular Object Grasping—0
Radiant Triangle Soup with Soft Connectivity Forces for 3D Reconstruction and Novel View Synthesis—0
PhysicsNeRF: Physics-Guided 3D Reconstruction from Sparse ViewsCode0
SpatialSplat: Efficient Semantic 3D from Sparse Unposed Images—0
Zero-P-to-3: Zero-Shot Partial-View Images to 3D Object—0
PS4PRO: Pixel-to-pixel Supervision for Photorealistic Rendering and Optimization—0
OmniIndoor3D: Comprehensive Indoor 3D Reconstruction—0
CCL-LGS: Contrastive Codebook Learning for 3D Language Gaussian Splatting—0
Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud—0
ErpGS: Equirectangular Image Rendering enhanced with 3D Gaussian Regularization—0
HaloGS: Loose Coupling of Compact Geometry and Gaussian Splats for 3D Scenes—0
VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D ReconstructionCode3
OB3D: A New Dataset for Benchmarking Omnidirectional 3D Reconstruction Using BlenderCode1
ParticleGS: Particle-Based Dynamics Modeling of 3D Gaussians for Prior-free Motion ExtrapolationCode1
Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery—0
Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse AttentionCode5
From Flight to Insight: Semantic 3D Reconstruction for Aerial Inspection via Gaussian Splatting and Language-Guided Segmentation—0
Is Single-View Mesh Reconstruction Ready for Robotics?—0
SHaDe: Compact and Consistent Dynamic 3D Reconstruction via Tri-Plane Deformation and Latent Diffusion—0
GS2E: Gaussian Splatting is an Effective Data Generator for Event Stream Generation—0
AppleGrowthVision: A large-scale stereo dataset for phenological analysis, fruit detection, and 3D reconstruction in apple orchards—0
Sparc3D: Sparse Representation and Construction for High-Resolution 3D Shapes Modeling—0
3D Reconstruction from Sketches—0
From Low Field to High Value: Robust Cortical Mapping from Low-Field MRI—0
GTR: Gaussian Splatting Tracking and Reconstruction of Unknown Objects Based on Appearance and Geometric Complexity—0
Patient-Specific Dynamic Digital-Physical Twin for Coronary Intervention Training: An Integrated Mixed Reality Approach—0
Mapping Semantic Segmentation to Point Clouds Using Structure from Motion for Forest AnalysisCode0
VolE: A Point-cloud Framework for Food 3D Reconstruction and Volume Estimation—0
Template-Guided Reconstruction of Pulmonary Segments with Neural Implicit FunctionsCode0
A Survey of 3D Reconstruction with Event Cameras: From Event-based Geometry to Neural 3D Rendering—0
ACT-R: Adaptive Camera Trajectories for Single View 3D Reconstruction—0
RDD: Robust Feature Detector and Descriptor using Deformable Transformer—0
Geometric Prior-Guided Neural Implicit Surface Reconstruction in the Wild—0
RefRef: A Synthetic Dataset and Benchmark for Reconstructing Refractive and Reflective ObjectsCode1
VIN-NBV: A View Introspection Network for Next-Best-View Selection for Resource-Efficient 3D Reconstruction—0
UltraGauss: Ultrafast Gaussian Reconstruction of 3D Ultrasound Volumes—0
The Moon's Many Faces: A Single Unified Transformer for Multimodal Lunar Reconstruction—0
Advanced 3D Imaging Approach to TSV/TGV Metrology and Inspection Using Only Optical Microscopy—0
Time of the Flight of the Gaussians: Optimizing Depth Indirectly in Dynamic Radiance Fields—0
Low Resolution Next Best View for Robot Packing—0
TetWeave: Isosurface Extraction using On-The-Fly Delaunay Tetrahedral Grids for Gradient-Based Mesh OptimizationCode2
3D Surface Reconstruction with Enhanced High-Frequency Details—0
Marker-Based Extrinsic Calibration Method for Accurate Multi-Camera 3D ReconstructionCode0
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting—0
Visual enhancement and 3D representation for underwater scenes: a review—0
Dietary Intake Estimation via Continuous 3D Reconstruction of Food—0
Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction—0
A Survey on 3D Reconstruction Techniques in Plant Phenotyping: From Classical Methods to Neural Radiance Fields (NeRF), 3D Gaussian Splatting (3DGS), and BeyondCode1
Large-scale visual SLAM for in-the-wild videos—0
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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