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 12511300 of 2326 papers

TitleStatusHype
Joint 3D Scene Reconstruction and Class Segmentation0
Joint attitude estimation and 3D neural reconstruction of non-cooperative space objects0
Joint Detection, Tracking and Mapping by Semantic Bundle Adjustment0
Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion0
Joint Layout Estimation and Global Multi-View Registration for Indoor Reconstruction0
Jointly Aligning Millions of Images with Deep Penalised Reconstruction Congealing0
Joint Reconstruction and Parcellation of Cortical Surfaces0
Joint Texture and Geometry Optimization for RGB-D Reconstruction0
AAA-Gaussians: Anti-Aliased and Artifact-Free 3D Gaussian Rendering0
Just a Few Points Are All You Need for Multi-View Stereo: A Novel Semi-Supervised Learning Method for Multi-View Stereo0
KeyTr: Keypoint Transporter for 3D Reconstruction of Deformable Objects in Videos0
KillingFusion: Non-Rigid 3D Reconstruction Without Correspondences0
TIFu: Tri-directional Implicit Function for High-Fidelity 3D Character Reconstruction0
6-DoF Grasp Planning using Fast 3D Reconstruction and Grasp Quality CNN0
4Real-Video-V2: Fused View-Time Attention and Feedforward Reconstruction for 4D Scene Generation0
L_0-Sampler: An L_0 Model Guided Volume Sampling for NeRF0
L0-Sampler: An L0 Model Guided Volume Sampling for NeRF0
Ladybird: Quasi-Monte Carlo Sampling for Deep Implicit Field Based 3D Reconstruction with Symmetry0
LAM3D: Large Image-Point-Cloud Alignment Model for 3D Reconstruction from Single Image0
Weakly-Supervised 3D Reconstruction of Clothed Humans via Normal Maps0
Laparoscopic Scene Analysis for Intraoperative Visualisation of Gamma Probe Signals in Minimally Invasive Cancer Surgery0
Laplace-Beltrami Operator for Gaussian Splatting0
3D Vision-Language Gaussian Splatting0
Time of the Flight of the Gaussians: Optimizing Depth Indirectly in Dynamic Radiance Fields0
Large-Scale 3D Semantic Reconstruction for Automated Driving Vehicles with Adaptive Truncated Signed Distance Function0
Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core550
Large-Scale, Metric Structure From Motion for Unordered Light Fields0
Large-Scale Semantic 3D Reconstruction: An Adaptive Multi-Resolution Model for Multi-Class Volumetric Labeling0
Large-scale visual SLAM for in-the-wild videos0
3D Video Stabilization With Depth Estimation by CNN-Based Optimization0
LatentHuman: Shape-and-Pose Disentangled Latent Representation for Human Bodies0
Latent Radiance Fields with 3D-aware 2D Representations0
latentSplat: Autoencoding Variational Gaussians for Fast Generalizable 3D Reconstruction0
LBurst: Learning-Based Robotic Burst Feature Extraction for 3D Reconstruction in Low Light0
Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images0
Learned Semantic Multi-Sensor Depth Map Fusion0
Learning 3D Robotics Perception using Inductive Priors0
Learning 3D Shape Feature for Texture-Insensitive Person Re-Identification0
Learning a Manifold as an Atlas0
TMO: Textured Mesh Acquisition of Objects with a Mobile Device by using Differentiable Rendering0
Learning Articulated Shape with Keypoint Pseudo-labels from Web Images0
Learning-based 3D Reconstruction in Autonomous Driving: A Comprehensive Survey0
Learning-Based Depth and Pose Estimation for Monocular Endoscope with Loss Generalization0
Learning-based Monocular 3D Reconstruction of Birds: A Contemporary Survey0
Learning-based Multi-View Stereo: A Survey0
Learning-by-Synthesis for Appearance-based 3D Gaze Estimation0
Learning Camera Movement Control from Real-World Drone Videos0
Learning Complex 3D Human Self-Contact0
Learning Compositional Shape Priors for Few-Shot 3D Reconstruction0
Learning Continuous 3D Reconstructions for Geometrically Aware Grasping0
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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