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 351–400 of 2326 papers

TitleStatusHype
Aberration Correcting Vision Transformers for High-Fidelity Metalens Imaging—0
DGNS: Deformable Gaussian Splatting and Dynamic Neural Surface for Monocular Dynamic 3D Reconstruction—0
CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections—0
MT3DNet: Multi-Task learning Network for 3D Surgical Scene Reconstruction—0
DualPM: Dual Posed-Canonical Point Maps for 3D Shape and Pose Reconstruction—0
4D SlingBAG: spatial-temporal coupled Gaussian ball for large-scale dynamic 3D photoacoustic iterative reconstructionCode0
Likelihood-Scheduled Score-Based Generative Modeling for Fully 3D PET Image Reconstruction—0
Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis—0
Splats in Splats: Embedding Invisible 3D Watermark within Gaussian Splatting—0
Distillation of Diffusion Features for Semantic Correspondence—0
Style3D: Attention-guided Multi-view Style Transfer for 3D Object Generation—0
How to Use Diffusion Priors under Sparse Views?Code1
Multi-robot autonomous 3D reconstruction using Gaussian splatting with Semantic guidance—0
3D Face Reconstruction From Radar Images—0
AniGS: Animatable Gaussian Avatar from a Single Image with Inconsistent Gaussian Reconstruction—0
MVImgNet2.0: A Larger-scale Dataset of Multi-view Images—0
Mutli-View 3D Reconstruction using Knowledge DistillationCode0
A Semantic Communication System for Real-time 3D Reconstruction Tasks—0
Robot Learning with Super-Linear Scaling—0
Occam's LGS: A Simple Approach for Language Gaussian Splatting—0
FlashSLAM: Accelerated RGB-D SLAM for Real-Time 3D Scene Reconstruction with Gaussian Splatting—0
Refine3DNet: Scaling Precision in 3D Object Reconstruction from Multi-View RGB Images using AttentionCode2
LineGS : 3D Line Segment Representation on 3D Gaussian SplattingCode1
Energy-Based Prior Latent Space Diffusion model for Reconstruction of Lumbar Vertebrae from Thick Slice MRICode0
Volumetric Reconstruction of Prostatectomy Specimens from Histology—0
Gaussian Splashing: Direct Volumetric Rendering Underwater—0
DeSplat: Decomposed Gaussian Splatting for Distractor-Free Rendering—0
Track Anything Behind Everything: Zero-Shot Amodal Video Object Segmentation—0
AGS-Mesh: Adaptive Gaussian Splatting and Meshing with Geometric Priors for Indoor Room Reconstruction Using SmartphonesCode4
RIGI: Rectifying Image-to-3D Generation Inconsistency via Uncertainty-aware Learning—0
360Recon: An Accurate Reconstruction Method Based on Depth Fusion from 360 Images—0
Differentiable Voxel-based X-ray Rendering Improves Sparse-View 3D CBCT ReconstructionCode3
SADG: Segment Any Dynamic Gaussian Without Object TrackersCode2
Reconstructing Animals and the Wild—0
MRI Breast tissue segmentation using nnU-Net for biomechanical modeling—0
Textured Gaussians for Enhanced 3D Scene Appearance Modeling—0
SelfSplat: Pose-Free and 3D Prior-Free Generalizable 3D Gaussian Splatting—0
Boost 3D Reconstruction using Diffusion-based Monocular Camera CalibrationCode2
MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content CreationCode0
MVBoost: Boost 3D Reconstruction with Multi-View Refinement—0
Puzzle Similarity: A Perceptually-guided Cross-Reference Metric for Artifact Detection in 3D Scene Reconstructions—0
PreF3R: Pose-Free Feed-Forward 3D Gaussian Splatting from Variable-length Image Sequence—0
Event-boosted Deformable 3D Gaussians for Dynamic Scene Reconstruction—0
GSurf: 3D Reconstruction via Signed Distance Fields with Direct Gaussian SupervisionCode1
Semi-supervised Single-view 3D Reconstruction via Multi Shape Prior Fusion Strategy and Self-AttentionCode0
An adversarial feature learning based semantic communication method for Human 3D Reconstruction—0
EasyHOI: Unleashing the Power of Large Models for Reconstructing Hand-Object Interactions in the WildCode2
Open-World Amodal Appearance Completion—0
MTFusion: Reconstructing Any 3D Object from Single Image Using Multi-word Textual Inversion—0
Target Height Estimation Using a Single Acoustic Camera for Compensation in 2D Seabed Mosaicking—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