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 1101–1150 of 2326 papers

TitleStatusHype
Feature Descriptors for Tracking by Detection: a Benchmark—0
Feature Based Framework to Detect Diseases, Tumor, and Bleeding in Wireless Capsule Endoscopy—0
CHROME: Clothed Human Reconstruction with Occlusion-Resilience and Multiview-Consistency from a Single Image—0
A grid-point detection method based on U-net for a structured light system—0
GeoGS3D: Single-view 3D Reconstruction via Geometric-aware Diffusion Model and Gaussian Splatting—0
FAWN: Floor-And-Walls Normal Regularization for Direct Neural TSDF Reconstruction—0
Fast Point Cloud to Mesh Reconstruction for Deformable Object Tracking—0
CharNeRF: 3D Character Generation from Concept Art—0
Fast Non-Rigid Radiance Fields from Monocularized Data—0
Fast Landmark Localization with 3D Component Reconstruction and CNN for Cross-Pose Recognition—0
C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds—0
AGG: Amortized Generative 3D Gaussians for Single Image to 3D—0
3D Reconstruction of Protein Structures from Multi-view AFM Images using Neural Radiance Fields (NeRFs)—0
Fast-Image2Point: Towards Real-Time Point Cloud Reconstruction of a Single Image using 3D Supervision—0
FastCAD: Real-Time CAD Retrieval and Alignment from Scans and Videos—0
Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems—0
A Generic Multi-Projection-Center Model and Calibration Method for Light Field Cameras—0
CD-NGP: A Fast Scalable Continual Representation for Dynamic Scenes—0
Fast and Accurate Image Matching with Cascade Hashing for 3D Reconstruction—0
Fast and Accurate Camera Covariance Computation for Large 3D Reconstruction—0
CDI3D: Cross-guided Dense-view Interpolation for 3D Reconstruction—0
A Generative Machine Learning Model for Material Microstructure 3D Reconstruction and Performance Evaluation—0
Fast 3D Volumetric Image Reconstruction from 2D MRI Slices by Parallel Processing—0
Fast 3D Reconstruction of Faces With Glasses—0
Facial Surgery Preview Based on the Orthognathic Treatment Prediction—0
CD^2: Fine-grained 3D Mesh Reconstruction With Twice Chamfer Distance—0
Facetwise Mesh Refinement for Multi-View Stereo—0
CCL-LGS: Contrastive Codebook Learning for 3D Language Gaussian Splatting—0
Face Normals "In-The-Wild" Using Fully Convolutional Networks—0
CCD-3DR: Consistent Conditioning in Diffusion for Single-Image 3D Reconstruction—0
A Generative Approach to High Fidelity 3D Reconstruction from Text Data—0
A Fusion of Variational Distribution Priors and Saliency Map Replay for Continual 3D Reconstruction—0
3D Reconstruction of Protein Complex Structures Using Synthesized Multi-View AFM Images—0
3D Annotation Of Arbitrary Objects In The Wild—0
Efficient NeRF Optimization -- Not All Samples Remain Equally Hard—0
UlRe-NeRF: 3D Ultrasound Imaging through Neural Rendering with Ultrasound Reflection Direction Parameterization—0
Eyeglasses 3D shape reconstruction from a single face image—0
CBARF: Cascaded Bundle-Adjusting Neural Radiance Fields from Imperfect Camera Poses—0
Ex vivo experiment on vertebral body with defect representing bone metastasis—0
Extreme Rotation Estimation in the Wild—0
A fully end-to-end deep learning approach for real-time simultaneous 3D reconstruction and material recognition—0
Extraction of Key-frames of Endoscopic Videos by using Depth Information—0
CAT3D: Create Anything in 3D with Multi-View Diffusion Models—0
Exploring Seasonal Variability in the Context of Neural Radiance Fields for 3D Reconstruction on Satellite Imagery—0
Cascade learning in multi-task encoder-decoder networks for concurrent bone segmentation and glenohumeral joint assessment in shoulder CT scans—0
A fully dense and globally consistent 3D map reconstruction approach for GI tract to enhance therapeutic relevance of the endoscopic capsule robot—0
3D Reconstruction of non-visible surfaces of objects from a Single Depth View -- Comparative Study—0
Exploration of Multi-Scale Image Fusion Systems in Intelligent Medical Image Analysis—0
Exploiting Object Similarity in 3D Reconstruction—0
Cascaded Classification Models: Combining Models for Holistic Scene Understanding—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