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 1351–1400 of 2326 papers

TitleStatusHype
Probabilistic PolarGMM: Unsupervised Cluster Learning of Very Noisy Projection Images of Unknown Pose—0
HM3D-ABO: A Photo-realistic Dataset for Object-centric Multi-view 3D ReconstructionCode1
Efficient and Robust Training of Dense Object Nets for Multi-Object Robot Manipulation—0
EventNeRF: Neural Radiance Fields from a Single Colour Event Camera—0
SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRICode1
Attention-driven Next-best-view Planning for Efficient Reconstruction of Plants and Targeted Plant Parts—0
Shadows Shed Light on 3D Objects—0
Unbiased 4D: Monocular 4D Reconstruction with a Neural Deformation Model—0
Neural Scene Representation for Locomotion on Structured Terrain—0
Virtual Correspondence: Humans as a Cue for Extreme-View Geometry—0
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method—0
From a few Accurate 2D Correspondences to 3D Point Clouds—0
SNeS: Learning Probably Symmetric Neural Surfaces from Incomplete Data—0
Optical Diffraction Tomography based on 3D Physics-Inspired Neural Network (PINN)—0
Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and DenoisingCode2
Spatial Acoustic Projection for 3D Imaging Sonar Reconstruction—0
Machine Learning for Detection of 3D Features using sparse X-ray data—0
2D Amodal Instance Segmentation Guided by 3D Shape Prior—0
CD^2: Fine-grained 3D Mesh Reconstruction With Twice Chamfer Distance—0
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface ReconstructionCode2
Decomposing NeRF for Editing via Feature Field DistillationCode1
3D-C2FT: Coarse-to-fine Transformer for Multi-view 3D ReconstructionCode1
Neural 3D Reconstruction in the WildCode2
Novel Light Field Imaging Device with Enhanced Light Collection for Cold Atom Clouds—0
Topologically-Aware Deformation Fields for Single-View 3D ReconstructionCode1
Deep Depth Completion from Extremely Sparse Data: A Survey—0
Single-view 3D Body and Cloth Reconstruction under Complex Poses—0
A Review on Viewpoints and Path-planning for UAV-based 3D Reconstruction—0
Multi-view Point Cloud Registration based on Evolutionary Multitasking with Bi-Channel Knowledge Sharing Mechanism—0
TomoSAR-ALISTA: Efficient TomoSAR Imaging via Deep Unfolded Network—0
Neural 3D Scene Reconstruction with the Manhattan-world AssumptionCode2
Multi-view Geometry: Correspondences Refinement Based on Algebraic Properties—0
Monocular 3D Fingerprint Reconstruction and Unwarping—0
GenDR: A Generalized Differentiable RendererCode1
ARCTIC: A Dataset for Dexterous Bimanual Hand-Object ManipulationCode2
Power Bundle Adjustment for Large-Scale 3D ReconstructionCode2
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal PerspectiveCode1
The Galactic 3D large-scale dust distribution via Gaussian process regression on spherical coordinates—0
EMOCA: Emotion Driven Monocular Face Capture and AnimationCode2
SmartPortraits: Depth Powered Handheld Smartphone Dataset of Human Portraits for State Estimation, Reconstruction and Synthesis—0
Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance ConsistencyCode1
Photometric single-view dense 3D reconstruction in endoscopyCode1
Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing—0
What's in your hands? 3D Reconstruction of Generic Objects in HandsCode1
Deep Non-rigid Structure-from-Motion: A Sequence-to-Sequence Translation Perspective—0
Investigating Spherical Epipolar Rectification for Multi-View Stereo 3D Reconstruction—0
DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single ImageCode2
Learning Online Multi-Sensor Depth FusionCode1
Gravitationally Lensed Black Hole Emission Tomography—0
Pre-train, Self-train, Distill: A simple recipe for Supersizing 3D Reconstruction—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