Daniel Lamas

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

Daniel Lamas, Andrés Justo, Mario Soilán et al. · Automation in Construction · 2023 · 49 citations · Full text

Artificial Intelligence, Geometric Learning, Engineering +24

Automatic Point Cloud Semantic Segmentation of Complex Railway Environments

Daniel Lamas, Mario Soilán, Javier Grandío et al. · Remote Sensing · 2021 · 37 citations · Full text

Railway Traffic, Engineering, Point Cloud Processing +18

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

Daniel Lamas, Andrés Justo, Mario Soilán et al. · Automation in Construction · 2023 · 32 citations · Full text

Multimodal deep learning for point cloud panoptic segmentation of railway environments

Javier Grandío, B. Riveiro, Daniel Lamas et al. · Automation in Construction · 2023 · 26 citations · Full text

Engineering, Machine Learning, Point Cloud Processing +16

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

Andrés Justo, Daniel Lamas, Ana Sánchez‐Rodríguez et al. · Automation in Construction · 2023 · 23 citations · Full text