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 801825 of 2326 papers

TitleStatusHype
LIRM: Large Inverse Rendering Model for Progressive Reconstruction of Shape, Materials and View-dependent Radiance Fields0
Towards End-to-End Neuromorphic Voxel-based 3D Object Reconstruction Without Physical Priors0
Shading Meets Motion: Self-supervised Indoor 3D Reconstruction Via Simultaneous Shape-from-Shading and Structure-from-Motion0
BG-Triangle: Bezier Gaussian Triangle for 3D Vectorization and Rendering0
V2V3D: View-to-View Denoised 3D Reconstruction for Light Field Microscopy0
High-quality Point Cloud Oriented Normal Estimation via Hybrid Angular and Euclidean Distance Encoding0
SpecTRe-GS: Modeling Highly Specular Surfaces with Reflected Nearby Objects by Tracing Rays in 3D Gaussian Splatting0
Pos3R: 6D Pose Estimation for Unseen Objects Made Easy0
HiMoR: Monocular Deformable Gaussian Reconstruction with Hierarchical Motion Representation0
IM-Portrait: Learning 3D-aware Video Diffusion for Photorealistic Talking Heads from Monocular VideosC0
Taming Feed-forward Reconstruction Models as Latent Encoders for 3D Generative Models0
Tech Report: Divide and Conquer 3D Real-Time Reconstruction for Improved IGS0
PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAMCode0
FPGA-based Acceleration of Neural Network for Image Classification using Vitis AI0
Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models0
Resolution-Robust 3D MRI Reconstruction with 2D Diffusion Priors: Diverse-Resolution Training Outperforms Interpolation0
PartGen: Part-level 3D Generation and Reconstruction with Multi-View Diffusion Models0
Context-Aware Outlier Rejection for Robust Multi-View 3D Tracking of Similar Small Birds in An Outdoor AviaryCode0
LUCES-MV: A Multi-View Dataset for Near-Field Point Light Source Photometric Stereo0
EasyVis2: A Real Time Multi-view 3D Visualization for Laparoscopic Surgery Training Enhanced by a Deep Neural Network YOLOv8-Pose0
An Immersive Multi-Elevation Multi-Seasonal Dataset for 3D Reconstruction and Visualization0
Generative Multiview Relighting for 3D Reconstruction under Extreme Illumination Variation0
GenHMR: Generative Human Mesh Recovery0
GSRender: Deduplicated Occupancy Prediction via Weakly Supervised 3D Gaussian Splatting0
Improving Geometry in Sparse-View 3DGS via Reprojection-based DoF Separation0
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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