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Point Cloud Completion

Papers

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Showing 101–125 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
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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