publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. Perspective on machine learning for real-time analysis at the large Hadron Collider experiments ALICE, ATLAS, CMS and LHCb
    S Astrand, L Boggia, M Borsato, and 10 more authors
    Machine Learning: Science and Technology, 2026
    DOI
  2. rendbev_access_preview.png
    RendBEV: Semantic Perspective View Rendering as Supervision for Bird’s Eye View Segmentation
    Henrique Piñeiro Monteagudo, Leonardo Taccari, Aurel Pjetri, and 2 more authors
    IEEE Access, 2026
    DOI
  3. SMARTHEP: training PhD students in real-time analysis at the LHC and in industry
    Johannes Albrecht, Laura Boggia, Leon Bozianu, and 18 more authors
    arXiv preprint arXiv:2601.07089, 2026

2025

  1. VS-Sim: A Synthetic Dataset for Viewpoint Shift Robustness
    Riccardo Turra, Matteo Simoncini, Henrique Piñeiro Monteagudo, and 3 more authors
    In International Conference on Image Analysis and Processing, 2025
    DOI
  2. ViewpointDepth: A New Dataset for Monocular Depth Estimation Under Viewpoint Shifts
    Aurel Pjetri, Stefano Caprasecca, Leonardo Taccari, and 6 more authors
    In 2025 IEEE Intelligent Vehicles Symposium (IV), 2025
    DOI
  3. rendbev_preview.gif
    RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird’s Eye View Segmentation
    Henrique Piñeiro Monteagudo, Leonardo Taccari, Aurel Pjetri, and 2 more authors
    In 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
    Oral
    DOI

2024

  1. Systems and methods for maneuver identification from condensed representations of video
    Niccolò Bellaccini, Matteo Simoncini, Andrea Benericetti, and 2 more authors
    2024
    US Patent App. 18/155,435

2023

  1. An Object Detection Approach for Lane Change and Overtake Detection from Motion Profiles
    Andrea Benericetti, Niccolò Bellaccini, Henrique Piñeiro Monteagudo, and 2 more authors
    In 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), 2023
    DOI
  2. Improving Safety in the Maintenance of Infrastructures: Design of a UAV-Based System for Work zone Monitoring
    J Martínez-Sánchez, H Piñeiro-Monteagudo, J Balado, and 2 more authors
    Transportation Research Procedia, 2023
    DOI

2022

  1. AI-based telepresence for broadcast applications
    Henrique Piñeiro Monteagudo, Rayan Daod Nathoo, Laurent Deillon, and 2 more authors
    In Applications of Digital Image Processing XLV, 2022
    DOI