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Point Cloud Completion

Papers

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Showing 101–125 of 174 papers

TitleStatusHype
SRPCN: Structure Retrieval based Point Completion Network—0
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
3D Point Cloud Completion with Geometric-Aware Adversarial Augmentation—0
A Multi-View High-Resolution Foot-Ankle Complex Point Cloud Dataset During Gait for Occlusion-Robust 3D Completion—0
An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving—0
Are All Point Clouds Suitable for Completion? Weakly Supervised Quality Evaluation Network for Point Cloud Completion—0
A Strong View-Free Baseline Approach for Single-View Image Guided Point Cloud Completion—0
Task-Aware Sampling Layer for Point-Wise Analysis—0
BonnBeetClouds3D: A Dataset Towards Point Cloud-based Organ-level Phenotyping of Sugar Beet Plants under Field Conditions—0
CarveNet: Carving Point-Block for Complex 3D Shape Completion—0
CompleteDT: Point Cloud Completion with Dense Augment Inference Transformers—0
Completing Partial Point Clouds with Outliers by Collaborative Completion and Segmentation—0
Comprehensive Review of Deep Learning-Based 3D Point Cloud Completion Processing and Analysis—0
CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm—0
CSDN: Cross-modal Shape-transfer Dual-refinement Network for Point Cloud Completion—0
DC-PCN: Point Cloud Completion Network with Dual-Codebook Guided Quantization—0
Deep Point Cloud Reconstruction—0
Diffusion-Occ: 3D Point Cloud Completion via Occupancy Diffusion—0
DMF-Net: Image-Guided Point Cloud Completion with Dual-Channel Modality Fusion and Shape-Aware Upsampling Transformer—0
DualGenerator: Information Interaction-based Generative Network for Point Cloud Completion—0
DuInNet: Dual-Modality Feature Interaction for Point Cloud Completion—0
Efficient 3D Shape Generation via Diffusion Mamba with Bidirectional SSMs—0
Fine-grained Text and Image Guided Point Cloud Completion with CLIP Model—0
Flexible-weighted Chamfer Distance: Enhanced Objective Function for Point Cloud Completion—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