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Point Cloud Completion

Papers

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Showing 101–125 of 174 papers

TitleStatusHype
Diffusion-Occ: 3D Point Cloud Completion via Occupancy Diffusion—0
Self-supervised 3D Point Cloud Completion via Multi-view Adversarial LearningCode0
DuInNet: Dual-Modality Feature Interaction for Point Cloud Completion—0
T-CorresNet: Template Guided 3D Point Cloud Completion with Correspondence Pooling Query Generation StrategyCode0
DMF-Net: Image-Guided Point Cloud Completion with Dual-Channel Modality Fusion and Shape-Aware Upsampling Transformer—0
Efficient 3D Shape Generation via Diffusion Mamba with Bidirectional SSMs—0
ImgAdaPoinTr: Improving Point Cloud Completion via Images and SegmentationCode0
GPN: Generative Point-based NeRFCode0
3DMambaComplete: Exploring Structured State Space Model for Point Cloud Completion—0
3D Object Detection and High-Resolution Traffic Parameters Extraction Using Low-Resolution LiDAR Data—0
P2M2-Net: Part-Aware Prompt-Guided Multimodal Point Cloud CompletionCode0
BonnBeetClouds3D: A Dataset Towards Point Cloud-based Organ-level Phenotyping of Sugar Beet Plants under Field Conditions—0
Three-Filters-to-Normal+: Revisiting Discontinuity Discrimination in Depth-to-Normal Translation—0
Fine-Tuning Generative Models as an Inference Method for Robotic TasksCode0
Rotation-Invariant Completion Network—0
Fine-grained Text and Image Guided Point Cloud Completion with CLIP Model—0
High-Resolution Cranial Defect Reconstruction by Iterative, Low-Resolution, Point Cloud Completion Transformers—0
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images—0
Empir3D : A Framework for Multi-Dimensional Point Cloud Assessment—0
Point Cloud Completion Guided by Prior Knowledge via Causal Inference—0
DualGenerator: Information Interaction-based Generative Network for Point Cloud Completion—0
Variational Relational Point Completion Network for Robust 3D Classification—0
Improving the quality of dental crown using a Transformer-based method—0
Are All Point Clouds Suitable for Completion? Weakly Supervised Quality Evaluation Network for Point Cloud Completion—0
Learning Point Cloud Completion without Complete Point Clouds: A Pose-Aware Approach—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