Master of Science

• Applied data science project. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Applied data science project. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

• Luca Barco. Programme in Ingegneria Informatica E Dei Sistemi (cycle 40, 2024-in progress)
  Research subject: Spatio-Temporal Data Analytics on Heterogeneous Data
  
  Data science, Computer vision and AI
  Data science, Computer vision and AI

• Arnaudo, Edoardo (2024)
  Semantic Image Segmentation in Remote Sensing Scenarios. relatore: CAPUTO, BARBARA; DOMINICI, Fabrizio; , 36. XXXVI Ciclo, P.: 192
  Doctoral Thesis
• Arnaudo, Edoardo; Lungo Vaschetti, Jacopo; Innocenti, Lorenzo; Barco, Luca; Lisi, ... (2024)
  FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models. In: IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) 2024, Athens (GR), 7-12 July 2024, pp. 3920-3924. ISBN: 979-8-3503-6032-5
  Contributo in Atti di Convegno (Proceeding)
• Galatola, Marco; Arnaudo, Edoardo; Barco, Luca; Rossi, Claudio; Dominici, Fabrizio (2023)
  Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery. In: 2023 IEEE International Symposium on Geoscience and Remote Sensing (IGARSS 2023), Pasadena (USA), 16 - 21 July, 2023, pp. 6952-6955. ISBN: 979-8-3503-2010-7
  Contributo in Atti di Convegno (Proceeding)
• Arnaudo, Edoardo; Blanco, Giacomo; Monti, Antonino; Bianco, Gabriele; Monaco, Cristina; ... (2023)
  A Comparative Evaluation of Deep Learning Techniques for Photovoltaic Panel Detection From Aerial Images. In: IEEE ACCESS, vol. 11, pp. 47579-47594. ISSN 2169-3536
  Contributo su Rivista
• Urbanelli, Angelica; Barco, Luca; Arnaudo, Edoardo; Rossi, Claudio (2023)
  A Multimodal Supervised Machine Learning Approach for Satellite-based Wildfire Identification in Europe. In: 2023 IEEE International Symposium on Geoscience and Remote Sensing (IGARSS 2023), Pasadena (USA), 16 - 21 July, 2023, pp. 608-611. ISBN: 979-8-3503-2010-7
  Contributo in Atti di Convegno (Proceeding)
• Arnaudo, Edoardo; Tavera, Antonio; Masone, Carlo; Dominici, Fabrizio; Caputo, Barbara (2023)
  Hierarchical Instance Mixing across Domains in Aerial Segmentation. In: IEEE ACCESS, vol. 11, pp. 13324-13333. ISSN 2169-3536
  Contributo su Rivista
• Arnaudo, Edoardo; Cermelli, Fabio; Tavera, Antonio; Rossi, Claudio; Caputo, Barbara (2022)
  A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. In: International Conference on Image Analysis and Processing, Lecce (IT), 23/05/2022, pp. 742-754
  Contributo in Atti di Convegno (Proceeding)
• Salza, Dario; Arnaudo, Edoardo; Blanco, Giacomo; Rossi, Claudio (2022)
  A 'glocal' approach for real-time emergency event detection in Twitter. In: International Conference on Information Systems for Crisis Response and Management, Tarbes (FR), May 22 - May 25, 2022, pp. 570-583
  Contributo in Atti di Convegno (Proceeding)
• Montello, Fabio; Arnaudo, Edoardo; Rossi, Claudio (2022)
  MMFlood: A Multimodal Dataset for Flood Delineation from Satellite Imagery. In: IEEE ACCESS, vol. 10, pp. 96774-96787. ISSN 2169-3536
  Contributo su Rivista
• Blanco, Giacomo; Arnaudo, Edoardo; Salza, Dario; Rossi, Claudio (2022)
  Impact Estimation of Emergency Events Using Social Media Streams. In: 2022 IEEE 7th International Forum on Research and Technology for Society and Industry (RTSI), Paris (FR), 24-26 August 2022, pp. 102-108
  Contributo in Atti di Convegno (Proceeding)
• Tavera, Antonio; Arnaudo, Edoardo; Masone, Carlo; Caputo, Barbara (2022)
  Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images. In: Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans (USA), 19-24 June 2022, pp. 1656-1665. ISSN 2575-7075. ISBN: 9781665487399
  Contributo in Atti di Convegno (Proceeding)
• Piscitelli, Sara; Arnaudo, Edoardo; Rossi, Claudio (2021)
  Multilingual Text Classification from Twitter during Emergencies. In: 2021 IEEE International Conference on Consumer Electronics, ICCE 2021, Las Vegas (USA), 2021, pp. 1-6. ISSN 0747-668X. ISBN: 978-1-7281-9766-1
  Contributo in Atti di Convegno (Proceeding)
• Arnaudo, Edoardo; Farasin, Alessandro; Rossi, Claudio (2020)
  A Comparative Analysis for Air Quality Estimation from Traffic and Meteorological Data. In: APPLIED SCIENCES, vol. 10. ISSN 2076-3417
  Contributo su Rivista