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 1651–1700 of 2326 papers

TitleStatusHype
Hyperspectral 3D Mapping of Underwater Environments—0
Exploiting 3D Shape Bias towards Robust Vision—0
Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo—0
Automatic annotation of visual deep neural networks—0
TreeGCN-ED: Encoding Point Cloud using a Tree-Structured Graph NetworkCode0
Topologically Consistent Multi-View Face Inference Using Volumetric Sampling—0
Echo-Reconstruction: Audio-Augmented 3D Scene Reconstruction—0
3D-MOV: Audio-Visual LSTM Autoencoder for 3D Reconstruction of Multiple Objects from Video—0
Identity-Expression Ambiguity in 3D Morphable Face Models—0
Geon3D: Exploiting 3D Shape Bias towards Building Robust Machine Vision—0
Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images—0
Adversarial Domain Feature Adaptation for Bronchoscopic Depth Estimation—0
Survey on Semantic Stereo Matching / Semantic Depth Estimation—0
FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera Manifold—0
Semi-supervised Dense Keypoints Using Unlabeled Multiview Images—0
DeepPoint: A Deep Learning Model for 3D Reconstruction in Point Clouds via mmWave Radar—0
ObjectFolder: A Dataset of Objects with Implicit Visual, Auditory, and Tactile Representations—0
3D Annotation Of Arbitrary Objects In The Wild—0
Multiresolution Deep Implicit Functions for 3D Shape Representation—0
Reconstructing and grounding narrated instructional videos in 3D—0
Single-Camera 3D Head Fitting for Mixed Reality Clinical Applications—0
Light Field-Based Underwater 3D Reconstruction Via Angular Resampling—0
DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third Dimension—0
3DStyleNet: Creating 3D Shapes with Geometric and Texture Style Variations—0
X2Teeth: 3D Teeth Reconstruction from a Single Panoramic Radiograph—0
Domain Adaptation for Real-World Single View 3D Reconstruction—0
Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction—0
Burst Imaging for Light-Constrained Structure-From-Motion—0
SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D ReconstructionCode0
3D Reconstruction from public webcams—0
A Multiple-View Geometric Model for Specularity Prediction on General Curved Surfaces—0
VolumeFusion: Deep Depth Fusion for 3D Scene Reconstruction—0
Visual Enhanced 3D Point Cloud Reconstruction from A Single Image—0
UniFaceGAN: A Unified Framework for Temporally Consistent Facial Video Editing—0
DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes—0
3DRIMR: 3D Reconstruction and Imaging via mmWave Radar based on Deep Learning—0
Object Wake-up: 3D Object Rigging from a Single Image—0
Shadow Art Revisited: A Differentiable Rendering Based Approach—0
Learning-Based Depth and Pose Estimation for Monocular Endoscope with Loss Generalization—0
Fristograms: Revealing and Exploiting Light Field Internals—0
Pose Estimation and 3D Reconstruction of Vehicles from Stereo-Images Using a Subcategory-Aware Shape Prior—0
Fabrication-Aware Reverse Engineering for CarpentryCode0
CodeMapping: Real-Time Dense Mapping for Sparse SLAM using Compact Scene Representations—0
Cumulative Assessment for Urban 3D ModelingCode0
Self-Supervised Generative Adversarial Network for Depth Estimation in Laparoscopic Images—0
Visual Odometry with an Event Camera Using Continuous Ray Warping and Volumetric Contrast Maximization—0
Video-Based Camera Localization Using Anchor View Detection and Recursive 3D Reconstruction—0
Extraction of Key-frames of Endoscopic Videos by using Depth Information—0
3D Reconstruction through Fusion of Cross-View Images—0
RGB2Hands: Real-Time Tracking of 3D Hand Interactions from Monocular RGB Video—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