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 201250 of 2326 papers

TitleStatusHype
Beyond Existance: Fulfill 3D Reconstructed Scenes with Pseudo Details0
A self-supervised cyclic neural-analytic approach for novel view synthesis and 3D reconstruction0
A Generative Approach to High Fidelity 3D Reconstruction from Text Data0
NTR-Gaussian: Nighttime Dynamic Thermal Reconstruction with 4D Gaussian Splatting Based on Thermodynamics0
Tracking-Aware Deformation Field Estimation for Non-rigid 3D Reconstruction in Robotic Surgeries0
MUSt3R: Multi-view Network for Stereo 3D ReconstructionCode3
Kiss3DGen: Repurposing Image Diffusion Models for 3D Asset GenerationCode3
VideoHandles: Editing 3D Object Compositions in Videos Using Video Generative Priors0
Difix3D+: Improving 3D Reconstructions with Single-Step Diffusion Models0
AI-Driven Relocation Tracking in Dynamic Kitchen EnvironmentsCode0
Multi-Cali Anything: Dense Feature Multi-Frame Structure-from-Motion for Large-Scale Camera Array CalibrationCode0
Enhancing Monocular 3D Scene Completion with Diffusion ModelCode1
Seeing A 3D World in A Grain of Sand0
MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single ImageCode1
Cutting-edge 3D reconstruction solutions for underwater coral reef images: A review and comparison0
Spatial Analysis of Neuromuscular Junctions Activation in Three-Dimensional Histology-based Muscle ReconstructionsCode0
Synthesizing Consistent Novel Views via 3D Epipolar Attention without Re-TrainingCode0
MegaLoc: One Retrieval to Place Them AllCode2
Laplace-Beltrami Operator for Gaussian Splatting0
Graph-Guided Scene Reconstruction from Images with 3D Gaussian Splatting0
Unposed Sparse Views Room Layout Reconstruction in the Age of Pretrain Model0
CDGS: Confidence-Aware Depth Regularization for 3D Gaussian SplattingCode1
Structure-from-Sherds++: Robust Incremental 3D Reassembly of Axially Symmetric Pots from Unordered and Mixed Fragment Collections0
Betsu-Betsu: Multi-View Separable 3D Reconstruction of Two Interacting Objects0
Inter3D: A Benchmark and Strong Baseline for Human-Interactive 3D Object ReconstructionCode0
IM360: Textured Mesh Reconstruction for Large-scale Indoor Mapping with 360^ Cameras0
ROI-NeRFs: Hi-Fi Visualization of Objects of Interest within a Scene by NeRFs Composition0
No-reference geometry quality assessment for colorless point clouds via list-wise rank learningCode0
Multi-view 3D surface reconstruction from SAR images by inverse rendering0
HIPPo: Harnessing Image-to-3D Priors for Model-free Zero-shot 6D Pose Estimation0
X-SG^2S: Safe and Generalizable Gaussian Splatting with X-dimensional Watermarks0
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments0
Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian SplattingCode1
Latent Radiance Fields with 3D-aware 2D Representations0
TripoSG: High-Fidelity 3D Shape Synthesis using Large-Scale Rectified Flow ModelsCode5
SC-OmniGS: Self-Calibrating Omnidirectional Gaussian Splatting0
sshELF: Single-Shot Hierarchical Extrapolation of Latent Features for 3D Reconstruction from Sparse-Views0
Dress-1-to-3: Single Image to Simulation-Ready 3D Outfit with Diffusion Prior and Differentiable Physics0
Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep LearningCode0
A Real-Time Human Pose Measurement System for Human-In-The-Loop Dynamic Simulators0
SiLVR: Scalable Lidar-Visual Radiance Field Reconstruction with Uncertainty Quantification0
GP-GS: Gaussian Processes for Enhanced Gaussian SplattingCode1
Leveraging Stable Diffusion for Monocular Depth Estimation via Image Semantic Encoding0
3D Reconstruction of Shoes for Augmented Reality0
Consistency Diffusion Models for Single-Image 3D Reconstruction with Priors0
3D Reconstruction of non-visible surfaces of objects from a Single Depth View -- Comparative Study0
Dfilled: Repurposing Edge-Enhancing Diffusion for Guided DSM Void Filling0
Acquiring Submillimeter-Accurate Multi-Task Vision Datasets for Computer-Assisted Orthopedic SurgeryCode0
Light3R-SfM: Towards Feed-forward Structure-from-Motion0
Glissando-Net: Deep sinGLe vIew category level poSe eStimation ANd 3D recOnstruction0
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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