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 21512200 of 2326 papers

TitleStatusHype
DreamSat: Towards a General 3D Model for Novel View Synthesis of Space ObjectsCode0
Mapping Semantic Segmentation to Point Clouds Using Structure from Motion for Forest AnalysisCode0
Dehazing Cost Volume for Deep Multi-view Stereo in Scattering Media with Airlight and Scattering Coefficient EstimationCode0
Two-stage Synthetic Supervising and Multi-view Consistency Self-supervising based Animal 3D Reconstruction by Single ImageCode0
Single-View Reconstruction via Joint Analysis of Image and Shape CollectionsCode0
NeSLAM: Neural Implicit Mapping and Self-Supervised Feature Tracking With Depth Completion and DenoisingCode0
2S-UDF: A Novel Two-stage UDF Learning Method for Robust Non-watertight Model Reconstruction from Multi-view ImagesCode0
Tigris: Architecture and Algorithms for 3D Perception in Point CloudsCode0
Video Based Reconstruction of 3D People ModelsCode0
3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit ModelsCode0
Deep-MDS Framework for Recovering the 3D Shape of 2D Landmarks from a Single ImageCode0
DSR-Diff: Depth Map Super-Resolution with Diffusion ModelCode0
GeoDesc: Learning Local Descriptors by Integrating Geometry ConstraintsCode0
LabelFusion: A Pipeline for Generating Ground Truth Labels for Real RGBD Data of Cluttered ScenesCode0
Semantic keypoint extraction for scanned animals using multi-depth-camera systemsCode0
RT-SRTS: Angle-Agnostic Real-Time Simultaneous 3D Reconstruction and Tumor Segmentation from Single X-Ray ProjectionCode0
4D SlingBAG: spatial-temporal coupled Gaussian ball for large-scale dynamic 3D photoacoustic iterative reconstructionCode0
A Radiometric Correction based Optical Modeling Approach to Removing Reflection Noise in TLS Point Clouds of Urban ScenesCode0
P3P: Pseudo-3D Pre-training for Scaling 3D Voxel-based Masked AutoencodersCode0
Micro-macro Gaussian Splatting with Enhanced Scalability for Unconstrained Scene ReconstructionCode0
HarmonicNeRF: Geometry-Informed Synthetic View Augmentation for 3D Scene Reconstruction in Driving ScenariosCode0
ARCH: Animatable Reconstruction of Clothed HumansCode0
Semantic Stereo for Incidental Satellite ImagesCode0
A metric for evaluating 3D reconstruction and mapping performance with no ground truthingCode0
Spatial Analysis of Neuromuscular Junctions Activation in Three-Dimensional Histology-based Muscle ReconstructionsCode0
Z-upscaling: Optical Flow Guided Frame Interpolation for Isotropic Reconstruction of 3D EM VolumesCode0
Geo-Supervised Visual Depth PredictionCode0
PanoRecon: Real-Time Panoptic 3D Reconstruction from Monocular VideoCode0
Acquiring Submillimeter-Accurate Multi-Task Vision Datasets for Computer-Assisted Orthopedic SurgeryCode0
PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAMCode0
PQ-NET: A Generative Part Seq2Seq Network for 3D ShapesCode0
REF^2-NeRF: Reflection and Refraction aware Neural Radiance FieldCode0
Reference-Free 3D Reconstruction of Brain Dissection Photographs with Machine LearningCode0
Deep Stereo using Adaptive Thin Volume Representation with Uncertainty AwarenessCode0
SketchBodyNet: A Sketch-Driven Multi-faceted Decoder Network for 3D Human ReconstructionCode0
Predicting the Next Best View for 3D Mesh RefinementCode0
Sketched RT3D: How to reconstruct billions of photons per secondCode0
USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian SplattingCode0
Learning 3D Human Shape and Pose from Dense Body PartsCode0
Bag of Views: An Appearance-based Approach to Next-Best-View Planning for 3D ReconstructionCode0
Semi-supervised Single-view 3D Reconstruction via Multi Shape Prior Fusion Strategy and Self-AttentionCode0
TMBuD: A dataset for urban scene building detectionCode0
Learning a Hierarchical Latent-Variable Model of 3D ShapesCode0
Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D ReconstructionCode0
Learning a Multi-View Stereo MachineCode0
Context-Aware Outlier Rejection for Robust Multi-View 3D Tracking of Similar Small Birds in An Outdoor AviaryCode0
Efficient Scene Compression for Visual-based LocalizationCode0
UNeR3D: Versatile and Scalable 3D RGB Point Cloud Generation from 2D Images in Unsupervised ReconstructionCode0
3D genome reconstruction from partially phased Hi-C dataCode0
CarFusion: Combining Point Tracking and Part Detection for Dynamic 3D Reconstruction of VehiclesCode0
Show:102550
← PrevPage 44 of 47Next →

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