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Point Cloud Completion

Papers

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Showing 101–150 of 174 papers

TitleStatusHype
High-Fidelity Point Cloud Completion with Low-Resolution Recovery and Noise-Aware Upsampling—0
High-Resolution Cranial Defect Reconstruction by Iterative, Low-Resolution, Point Cloud Completion Transformers—0
Hyperbolic Chamfer Distance for Point Cloud Completion and Beyond—0
Imagine with the Teacher: Complete Shape in a Multi-View Distillation Way—0
Implicit and Efficient Point Cloud Completion for 3D Single Object Tracking—0
Implicit Shape Completion via Adversarial Shape Priors—0
Improving the quality of dental crown using a Transformer-based method—0
Inferring Point Clouds from Single Monocular Images by Depth Intermediation—0
Learning 3D Representations from Procedural 3D Programs—0
Learning a Structured Latent Space for Unsupervised Point Cloud Completion—0
Learning Local Displacements for Point Cloud Completion—0
Learning Point Cloud Completion without Complete Point Clouds: A Pose-Aware Approach—0
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling—0
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images—0
Neural Shape Compiler: A Unified Framework for Transforming between Text, Point Cloud, and Program—0
PatchNets: Patch-Based Generalizable Deep Implicit 3D Shape Representations—0
PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors—0
PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection—0
PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models Against Adversarial Examples—0
Point Cloud Completion by Skip-attention Network with Hierarchical Folding—0
Point cloud completion via structured feature maps using a feedback network—0
Point Cloud Completion Guided by Prior Knowledge via Causal Inference—0
Position-aware Guided Point Cloud Completion with CLIP Model—0
Pow3R: Empowering Unconstrained 3D Reconstruction with Camera and Scene Priors—0
Empir3D : A Framework for Multi-Dimensional Point Cloud Assessment—0
Procedural Editing of 3D Building Point Clouds—0
Prototype-Aware Heterogeneous Task for Point Cloud Completion—0
RealDiff: Real-world 3D Shape Completion using Self-Supervised Diffusion Models—0
Reconstruction-Aware Prior Distillation for Semi-supervised Point Cloud Completion—0
RefComp: A Reference-guided Unified Framework for Unpaired Point Cloud Completion—0
Revisiting Point Cloud Completion: Are We Ready For The Real-World?—0
RFNet: Recurrent Forward Network for Dense Point Cloud Completion—0
Rotation-Invariant Completion Network—0
Self-Supervised Large Scale Point Cloud Completion for Archaeological Site Restoration—0
Self-supervised Point Cloud Completion on Real Traffic Scenes via Scene-concerned Bottom-up Mechanism—0
SoftPool++: An Encoder-Decoder Network for Point Cloud Completion—0
Sparse-to-Dense LiDAR Point Generation by LiDAR-Camera Fusion for 3D Object Detection—0
3dDepthNet: Point Cloud Guided Depth Completion Network for Sparse Depth and Single Color Image—0
SuperPC: A Single Diffusion Model for Point Cloud Completion, Upsampling, Denoising, and Colorization—0
Symmetric Shape-Preserving Autoencoder for Unsupervised Real Scene Point Cloud Completion—0
Temporal Point Cloud Completion with Pose Disturbance—0
Three-Filters-to-Normal+: Revisiting Discontinuity Discrimination in Depth-to-Normal Translation—0
Toward Patient-specific Partial Point Cloud to Surface Completion for Pre- to Intra-operative Registration in Image-guided Liver Interventions—0
Unsupervised Point Cloud Completion through Unbalanced Optimal Transport—0
Variational Relational Point Completion Network for Robust 3D Classification—0
View-Guided Point Cloud Completion—0
Fine-Tuning Generative Models as an Inference Method for Robotic TasksCode0
SPAC-Net: Rethinking Point Cloud Completion with Structural PriorCode0
TreeGCN-ED: Encoding Point Cloud using a Tree-Structured Graph NetworkCode0
SPCNet: Stepwise Point Cloud Completion NetworkCode0
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All datasetsShapeNetShapeNet-ViPC

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TestNetChamfer Distance100—Unverified
2MSNChamfer Distance9.97—Unverified
3PCNChamfer Distance9.64—Unverified
4GRNetChamfer Distance8.81—Unverified
5SnowFlakeNetChamfer Distance7.21—Unverified
6GTNetChamfer Distance7.15—Unverified
7PSCUChamfer Distance7.04—Unverified
8AdaPoinTrChamfer Distance6.53—Unverified
9ODGNetChamfer Distance6.5—Unverified
10SpareNetEarth Mover's Distance1.86—Unverified
#ModelMetricClaimedVerifiedStatus
1ViPCChamfer Distance3.31—Unverified
2CSDNChamfer Distance2.57—Unverified
3XMFNetChamfer Distance1.44—Unverified