Deep Learning for 3D Point Clouds: A Survey

• Volume Transformer: Revisiting Vanilla Transformers for 3D Scene Understanding

  2026 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications Open access

  0

  citations
• Explainable LiDAR 3D Point Cloud Segmentation and Clustering for Detecting Airplane-Generated Wind Turbulence

  2025 ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) conference-paper Computer Science Advanced Neural Network Applications Open access

  1

  citations
• 3D bridge segmentation using semi-supervised domain adaptation

  2025 Automation in Construction article Computer Science Domain Adaptation and Few-Shot Learning Open access

  11

  citations
• Learning to Adapt SAM for Segmenting Cross-Domain Point Clouds

  2024 Lecture notes in computer science conference-paper Computer Science Domain Adaptation and Few-Shot Learning

  10

  citations
• Using 3D point cloud and graph-based neural networks to improve the estimation of pulmonary function tests from chest CT

  2024 Computers in Biology and Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  6

  citations
• Uncertainty-aware point cloud segmentation for infrastructure projects using Bayesian deep learning

  2024 Automation in Construction article Engineering Infrastructure Maintenance and Monitoring Open access

  42

  citations
• Hierarchical SVM for Semantic Segmentation of 3D Point Clouds for Infrastructure Scenes

  2024 Infrastructures article Engineering 3D Shape Modeling and Analysis Open access

  19

  citations
• Methoden zur Digitalisierung von Baustellenprozessen durch Punktwolken

  2024 Springer eBooks book-chapter Earth and Planetary Sciences 3D Surveying and Cultural Heritage

  2

  citations
• Grundlagen zur automatisierten Baufortschrittsüberwachung mittels Deep Learning basierend auf Punktwolken und Bauinformationsmodellen

  2024 Springer eBooks book-chapter Engineering BIM and Construction Integration

  0

  citations
• Cross domain matching for semantic point cloud segmentation based on image segmentation and geometric reasoning

  2023 Advanced Engineering Informatics article Earth and Planetary Sciences 3D Surveying and Cultural Heritage Open access

  40

  citations
• Regeneration of pavement surface textures using M‐sigmoid‐normalized generative adversarial networks

  2023 Computer-Aided Civil and Infrastructure Engineering article Computer Science Generative Adversarial Networks and Image Synthesis Open access

  28

  citations
• Exploiting Local Geometric Features in Vehicle Design Optimization with 3D Point Cloud Autoencoders

  2021 IEEE Congress on Evolutionary Computation (CEC) conference-paper Engineering 3D Shape Modeling and Analysis

  13

  citations
• Multitask Shape Optimization Using a 3-D Point Cloud Autoencoder as Unified Representation

  2021 IEEE Transactions on Evolutionary Computation article Computer Science Evolutionary Algorithms and Applications Open access cited by 1 patent

  31

  citations
• Back To Meshes: Optimal Simulation-ready Mesh Prototypes For Autoencoder-based 3D Car Point Clouds

  2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Engineering 3D Shape Modeling and Analysis

  4

  citations

14 results

• 3D-MPA: Multi-Proposal Aggregation for 3D Semantic Instance Segmentation

  2020 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Engineering 3D Shape Modeling and Analysis Open access cited by 4 patents

  237

  citations

1 result