Publications by the researcher in collaboration with BELEN RIVEIRO RODRIGUEZ (37)

2024

  1. Automated production of synthetic point clouds of truss bridges for semantic and instance segmentation using deep learning models

    Automation in Construction, Vol. 158

  2. CROPMERGE: a method for cropping and merging point clouds to facilitate semantic and instance segmentation

    Proceedings of the 31st International Workshop on Intelligent Computing in Engineering, EG-ICE 2024

  3. SemanticRail3D: A 3D Point Cloud dataset with semantic annotations of railway environments

    Zenodo

  4. SemanticRail3D: A 3D Point Cloud dataset with semantic annotations of railway environments

    Zenodo

  5. VoxRasterLAS: A Python library for fast voxelisation and rasterisation of LAS 3D point clouds using GPUs

    Proceedings of the 31st International Workshop on Intelligent Computing in Engineering, EG-ICE 2024

2023

  1. Generating IFC-compliant models and structural graphs of truss bridges from dense point clouds

    Automation in Construction, Vol. 149

  2. Instance and semantic segmentation of point clouds of large metallic truss bridges

    Automation in Construction, Vol. 151

2022

  1. 3D Point Cloud to Bim: Automated Application to Define IFC Alignment and Roadway Width Entities from Mls-Acquired Lidar Data of Mountain Roads

    ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

  2. Point cloud semantic segmentation of complex railway environments using deep learning

    Automation in Construction, Vol. 141

2021

  1. 3D point cloud data processing and infrastructure information models: Methods and findings from safeway project

    International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives

  2. Automatic generation of IFC models from point cloud data of transport infrastructure environments

    EG-ICE 2021 Workshop on Intelligent Computing in Engineering, Proceedings

  3. Automatic point cloud semantic segmentation of complex railway environments

    Remote Sensing, Vol. 13, Núm. 12

  4. Fully automated methodology for the delineation of railway lanes and the generation of IFC alignment models using 3D point cloud data

    Automation in Construction, Vol. 126

  5. Large-scale monitoring of terrestrial infrastructure to anticipate extreme events using SAR interferometry

    International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII

  6. Scan-to-BIM for the infrastructure domain: Generation of IFC-complaint models of road infrastructure assets and semantics using 3D point cloud data

    Automation in Construction, Vol. 127

2020

  1. 3D point cloud to BIM: Semi-automated framework to define IFC alignment entities from MLS-acquired LiDAR data of highway roads

    Remote Sensing, Vol. 12, Núm. 14

  2. Comparison of heuristic and deep learning-based methods for ground classification from aerial point clouds

    International Journal of Digital Earth, Vol. 13, Núm. 10, pp. 1115-1134

  3. Semantic Segmentation of Point Clouds with Pointnet and Kpconv Architectures Applied to Railway Tunnels

    ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

2019

  1. POINTNET for the AUTOMATIC CLASSIFICATION of AERIAL POINT CLOUDS

    ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

  2. Review of laser scanning technologies and their applications for road and railway infrastructure monitoring

    Infrastructures, Vol. 4, Núm. 4