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 901950 of 2326 papers

TitleStatusHype
ARM: Appearance Reconstruction Model for Relightable 3D Generation0
USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian SplattingCode0
The Oxford Spires Dataset: Benchmarking Large-Scale LiDAR-Visual Localisation, Reconstruction and Radiance Field Methods0
CropCraft: Inverse Procedural Modeling for 3D Reconstruction of Crop Plants0
MFP3D: Monocular Food Portion Estimation Leveraging 3D Point Clouds0
Biomass phenotyping of oilseed rape through UAV multi-view oblique imaging with 3DGS and SAM model0
Extreme Rotation Estimation in the Wild0
Benchmarking 3D multi-coil NC-PDNet MRI reconstruction0
GANESH: Generalizable NeRF for Lensless Imaging0
Enhancing Bronchoscopy Depth Estimation through Synthetic-to-Real Domain Adaptation0
These Maps Are Made by Propagation: Adapting Deep Stereo Networks to Road Scenarios with Decisive Disparity Diffusion0
Exploring Seasonal Variability in the Context of Neural Radiance Fields for 3D Reconstruction on Satellite Imagery0
Next Best View For Point-Cloud Model Acquisition: Bayesian Approximation and Uncertainty Analysis0
LBurst: Learning-Based Robotic Burst Feature Extraction for 3D Reconstruction in Low Light0
Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images0
PointRecon: Online Point-based 3D Reconstruction via Ray-based 2D-3D Matching0
Guide3D: A Bi-planar X-ray Dataset for 3D Shape Reconstruction0
SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic 3D Mesh Dataset0
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference0
Neural rendering enables dynamic tomography0
SCube: Instant Large-Scale Scene Reconstruction using VoxSplats0
Tracking and triangulating firefly flashes in field recordingsCode0
A Cranial-Feature-Based Registration Scheme for Robotic Micromanipulation Using a Microscopic Stereo Camera System0
SpectroMotion: Dynamic 3D Reconstruction of Specular Scenes0
EndoMetric: Near-Light Monocular Metric Scale Estimation in Endoscopy0
Cascade learning in multi-task encoder-decoder networks for concurrent bone segmentation and glenohumeral joint assessment in shoulder CT scans0
Enhanced Encoder-Decoder Architecture for Accurate Monocular Depth EstimationCode0
Robotic Arm Platform for Multi-View Image Acquisition and 3D Reconstruction in Minimally Invasive Surgery0
Cultural Heritage 3D Reconstruction with Diffusion NetworksCode0
3DArticCyclists: Generating Synthetic Articulated 8D Pose-Controllable Cyclist Data for Computer Vision Applications0
Improving 3D Finger Traits Recognition via Generalizable Neural Rendering0
Neurally Integrated Finite Elements for Differentiable Elasticity on Evolving Domains0
SurgicalGS: Dynamic 3D Gaussian Splatting for Accurate Robotic-Assisted Surgical Scene Reconstruction0
Ego3DT: Tracking Every 3D Object in Ego-centric Videos0
FusionSense: Bridging Common Sense, Vision, and Touch for Robust Sparse-View Reconstruction0
MPF-GAN: an enhanced architecture for 3D face reconstructionCode0
Fine-detailed Neural Indoor Scene Reconstruction using multi-level importance sampling and multi-view consistency0
3D Vision-Language Gaussian Splatting0
UW-SDF: Exploiting Hybrid Geometric Priors for Neural SDF Reconstruction from Underwater Multi-view Monocular Images0
Z-upscaling: Optical Flow Guided Frame Interpolation for Isotropic Reconstruction of 3D EM VolumesCode0
3D2M Dataset: A 3-Dimension diverse Mesh DatasetCode0
ES-Gaussian: Gaussian Splatting Mapping via Error Space-Based Gaussian Completion0
Comparative Analysis of Novel View Synthesis and Photogrammetry for 3D Forest Stand Reconstruction and extraction of individual tree parameters0
DreamSat: Towards a General 3D Model for Novel View Synthesis of Space ObjectsCode0
TeX-NeRF: Neural Radiance Fields from Pseudo-TeX Vision0
EndoPerfect: High-Accuracy Monocular Depth Estimation and 3D Reconstruction for Endoscopic Surgery via NeRF-Stereo Fusion0
3D Segmentation of Neuronal Nuclei and Cell-Type Identification using Multi-channel Information0
Img2CAD: Conditioned 3D CAD Model Generation from Single Image with Structured Visual Geometry0
AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction0
GaussianBlock: Building Part-Aware Compositional and Editable 3D Scene by Primitives and Gaussians0
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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