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 1001–1050 of 2326 papers

TitleStatusHype
MV-DeepSDF: Implicit Modeling with Multi-Sweep Point Clouds for 3D Vehicle Reconstruction in Autonomous Driving—0
Coordinate Quantized Neural Implicit Representations for Multi-view ReconstructionCode1
Root Pose Decomposition Towards Generic Non-rigid 3D Reconstruction with Monocular Videos—0
A Theory of Topological Derivatives for Inverse Rendering of Geometry—0
TSAR-MVS: Textureless-aware Segmentation and Correlative Refinement Guided Multi-View Stereo—0
DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume ReconstructionCode1
O^2-Recon: Completing 3D Reconstruction of Occluded Objects in the Scene with a Pre-trained 2D Diffusion ModelCode1
Long-Range Grouping Transformer for Multi-View 3D ReconstructionCode1
A Fusion of Variational Distribution Priors and Saliency Map Replay for Continual 3D Reconstruction—0
DeDoDe: Detect, Don't Describe -- Describe, Don't Detect for Local Feature MatchingCode2
Deep Learning Framework for Spleen Volume Estimation from 2D Cross-sectional Views—0
FLAME-based Multi-View 3D Face Reconstruction—0
CCD-3DR: Consistent Conditioning in Diffusion for Single-Image 3D Reconstruction—0
ObjectSDF++: Improved Object-Compositional Neural Implicit SurfacesCode1
A One Stop 3D Target Reconstruction and multilevel Segmentation MethodCode1
Semihierarchical Reconstruction and Weak-area Revisiting for Robotic Visual Seafloor Mapping—0
HGDNet: A Height-Hierarchy Guided Dual-Decoder Network for Single View Building Extraction and Height Estimation—0
PlankAssembly: Robust 3D Reconstruction from Three Orthographic Views with Learnt Shape ProgramsCode1
Improved Cryo-EM Pose Estimation and 3D Classification through Latent-Space Disentanglement—0
Learning Photometric Feature Transform for Free-form Object Scan—0
Reconstructing Three-Dimensional Models of Interacting HumansCode1
Stereo Visual Odometry with Deep Learning-Based Point and Line Feature Matching using an Attention Graph Neural Network—0
Body Knowledge and Uncertainty Modeling for Monocular 3D Human Body Reconstruction—0
Towards Head Computed Tomography Image Reconstruction Standardization with Deep Learning Assisted Automatic Detection—0
Physically Plausible 3D Human-Scene Reconstruction from Monocular RGB Image using an Adversarial Learning Approach—0
FS-Depth: Focal-and-Scale Depth Estimation from a Single Image in Unseen Indoor Scene—0
Creative Birds: Self-Supervised Single-View 3D Style TransferCode1
LIST: Learning Implicitly from Spatial Transformers for Single-View 3D ReconstructionCode0
Replay: Multi-modal Multi-view Acted Videos for Casual HolographyCode1
SimCol3D -- 3D Reconstruction during Colonoscopy ChallengeCode1
NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDFCode1
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images—0
NVDS+: Towards Efficient and Versatile Neural Stabilizer for Video Depth EstimationCode1
Enforcing 3D Topological Constraints in Composite Objects via Implicit Functions—0
NEAT: Distilling 3D Wireframes from Neural Attraction FieldsCode1
Transient Neural Radiance Fields for Lidar View Synthesis and 3D Reconstruction—0
Sequential Experimental Design for X-Ray CT Using Deep Reinforcement LearningCode0
Bag of Views: An Appearance-based Approach to Next-Best-View Planning for 3D ReconstructionCode0
3D detection of roof sections from a single satellite image and application to LOD2-building reconstruction—0
RGB-D Mapping and Tracking in a Plenoxel Radiance FieldCode0
Depth Estimation Analysis of Orthogonally Divergent Fisheye Cameras with Distortion Removal—0
One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape OptimizationCode3
Symphonize 3D Semantic Scene Completion with Contextual Instance QueriesCode1
LightGlue: Local Feature Matching at Light SpeedCode4
3D Reconstruction of Spherical Images based on Incremental Structure from MotionCode2
Conceptual Study and Performance Analysis of Tandem Dual-Antenna Spaceborne SAR Interferometry—0
Generative Proxemics: A Prior for 3D Social Interaction from ImagesCode1
Enhancing Neural Rendering Methods with Image Augmentations—0
Infinite Photorealistic Worlds using Procedural GenerationCode5
Learning to Predict Scene-Level Implicit 3D from Posed RGBD Data—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