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 20012025 of 2326 papers

TitleStatusHype
CSS: Overcoming Pose and Scene Challenges in Crowd-Sourced 3D Gaussian Splatting0
Ctrl123: Consistent Novel View Synthesis via Closed-Loop Transcription0
Structure From Motion Using Structure-Less Resection0
Cutting-edge 3D reconstruction solutions for underwater coral reef images: A review and comparison0
CvxNet: Learnable Convex Decomposition0
Cyber Mobility Mirror for Enabling Cooperative Driving Automation in Mixed Traffic: A Co-Simulation Platform0
Cycle3D: High-quality and Consistent Image-to-3D Generation via Generation-Reconstruction Cycle0
D2D: Keypoint Extraction with Describe to Detect Approach0
Co-Attention for Conditioned Image Matching0
D^2IM-Net: Learning Detail Disentangled Implicit Fields from Single Images0
D2IM-Net: Learning Detail Disentangled Implicit Fields From Single Images0
D^2USt3R: Enhancing 3D Reconstruction with 4D Pointmaps for Dynamic Scenes0
Aligning Across Large Gaps in Time0
Danish Airs and Grounds: A Dataset for Aerial-to-Street-Level Place Recognition and Localization0
DARB-Splatting: Generalizing Splatting with Decaying Anisotropic Radial Basis Functions0
DARCS: Memory-Efficient Deep Compressed Sensing Reconstruction for Acceleration of 3D Whole-Heart Coronary MR Angiography0
Structure-from-Sherds++: Robust Incremental 3D Reassembly of Axially Symmetric Pots from Unordered and Mixed Fragment Collections0
DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model0
Style3D: Attention-guided Multi-view Style Transfer for 3D Object Generation0
Style Agnostic 3D Reconstruction via Adversarial Style Transfer0
Sub-Image Recapture for Multi-View 3D Reconstruction0
A Two-step Calibration Method for Unfocused Light Field Camera Based on Projection Model Analysis0
A Learning-based Framework for Hybrid Depth-from-Defocus and Stereo Matching0
DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction0
Deep Compressed Learning for 3D Seismic Inversion0
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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