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 1451–1500 of 2326 papers

TitleStatusHype
SiLK: Simple Learned Keypoints—0
LP-DIF: Learning Local Pattern-Specific Deep Implicit Function for 3D Objects and ScenesCode0
What You Can Reconstruct From a Shadow—0
NeMo: Learning 3D Neural Motion Fields From Multiple Video Instances of the Same Action—0
PC2: Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction—0
Ponder: Point Cloud Pre-training via Neural Rendering—0
Equivariant Light Field Convolution and Transformer—0
Polarimetric Multi-View Inverse Rendering—0
Coded Illumination for 3D Lensless Imaging—0
PaletteNeRF: Palette-based Appearance Editing of Neural Radiance Fields—0
UNIKD: UNcertainty-filtered Incremental Knowledge Distillation for Neural Implicit RepresentationCode0
Seafloor-Invariant Caustics Removal from Underwater Imagery—0
High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach—0
Shared Coupling-bridge for Weakly Supervised Local Feature LearningCode0
SST: Real-time End-to-end Monocular 3D Reconstruction via Sparse Spatial-Temporal Guidance—0
Structured 3D Features for Reconstructing Controllable Avatars—0
ALTO: Alternating Latent Topologies for Implicit 3D Reconstruction—0
Real Time Incremental Image Mosaicking Without Use of Any Camera Parameter—0
Fast Non-Rigid Radiance Fields from Monocularized Data—0
Multi-view Tracking, Re-ID, and Social Network Analysis of a Flock of Visually Similar Birds in an Outdoor Aviary—0
SparseFusion: Distilling View-conditioned Diffusion for 3D Reconstruction—0
3D face reconstruction from single image with generative adversarial networks—0
SparsePose: Sparse-View Camera Pose Regression and Refinement—0
DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model—0
Adjustable Method Based on Body Parts for Improving the Accuracy of 3D Reconstruction in Visually Important Body Parts from Silhouettes—0
3D Scene Creation and Rendering via Rough Meshes: A Lighting Transfer Avenue—0
3D Reconstruction of Protein Complex Structures Using Synthesized Multi-View AFM Images—0
Self-Supervised Surgical Instrument 3D Reconstruction from a Single Camera Image—0
Efficient 3D Reconstruction, Streaming and Visualization of Static and Dynamic Scene Parts for Multi-client Live-telepresence in Large-scale Environments—0
ActiveRMAP: Radiance Field for Active Mapping And Planning—0
Towards Live 3D Reconstruction from Wearable Video: An Evaluation of V-SLAM, NeRF, and Videogrammetry Techniques—0
SegNeRF: 3D Part Segmentation with Neural Radiance Fields—0
Efficient Second-Order Plane Adjustment—0
IC3D: Image-Conditioned 3D Diffusion for Shape Generation—0
Semantic keypoint extraction for scanned animals using multi-depth-camera systemsCode0
Controllable GAN Synthesis Using Non-Rigid Structure-from-Motion—0
3D Reconstruction-Based Seed Counting of Sorghum Panicles for Agricultural Inspection—0
Batch-based Model Registration for Fast 3D Sherd Reconstruction—0
HOReeNet: 3D-aware Hand-Object Grasping Reenactment—0
Common Pets in 3D: Dynamic New-View Synthesis of Real-Life Deformable Categories—0
GARNet: Global-Aware Multi-View 3D Reconstruction Network and the Cost-Performance TradeoffCode0
3D Reconstruction of Multiple Objects by mmWave Radar on UAV—0
Physics-informed neural networks for gravity currents reconstruction from limited data—0
Deep-MDS Framework for Recovering the 3D Shape of 2D Landmarks from a Single ImageCode0
State of the Art in Dense Monocular Non-Rigid 3D Reconstruction—0
Learning Neural Radiance Fields from Multi-View Geometry—0
3D Reconstruction of unstained cells from a single defocused hologram—0
One-Shot Neural Fields for 3D Object Understanding—0
Pruning-based Topology Refinement of 3D Mesh using a 2D Alpha Mask—0
PCGen: Point Cloud Generator for LiDAR Simulation—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