Diego Valsesia

ERC sectors

• Top 10% Paper Award at 2013 IEEE International Workshop on Multimedia Signal Processing conferred by 2013 IEEE lnternational Workshop on Multimedia Signal Processing (MMSP) organizing committee, Italy (2013)
• Best Demo Award IEEE SPS Italy Chapter Summer School on Signal Processing conferred by IEEE SPS Italy Chapter, Italy (2013)
• First place Proba-V Superresolution challenge conferred by European Space Agency, Italy (2019)
• Best Paper Award IEEE ICIP 2019 conferred by IEEE International Conference on Image Processing (ICIP) 2019, Italy (2019)
• Best Paper Award conferred by IEEE Multimedia, Italy (2020)
• Outstanding Editorial Board Member Award conferred by IEEE Transactions on Image Processing, United States (2023)

• IEEE TRANSACTIONS ON IMAGE PROCESSING (2021-), Associate Editor of magazine or editorial series

• Collegio di Ingegneria Civile. Componente invitato
• Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica (ETF). Componente

PhD

• Adversarial training of neural networks. A.A. 2023/24, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Main teacher
• Adversarial training of neural networks. A.A. 2022/23, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Main teacher
• Adversarial training of neural networks. A.A. 2021/22, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Main teacher
• Adversarial training of neural networks. A.A. 2020/21, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Main teacher
• Adversarial training of neural networks. A.A. 2019/20, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Main teacher

Master of Science

• Methods and tools for ICT. A.A. 2023/24, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
• Signal, image and video processing and learning (modulo di Image and video processing and learning). A.A. 2023/24, COMMUNICATIONS ENGINEERING. Collaboratore del corso
• Statistical learning and neural networks. A.A. 2023/24, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Methods and tools for ICT. A.A. 2022/23, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
• Signal, image and video processing and learning (modulo di Image and video processing and learning). A.A. 2022/23, COMMUNICATIONS ENGINEERING. Collaboratore del corso
• Statistical learning and neural networks. A.A. 2022/23, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Image and video processing. A.A. 2021/22, COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING (INGEGNERIA TELEMATICA E DELLE COMUNICAZIONI). Titolare del corso
• Statistical learning and neural networks. A.A. 2021/22, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Statistical learning and neural networks. A.A. 2020/21, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Multimedia signal processing. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Statistical learning and neural networks. A.A. 2019/20, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Vodafone IoT Academy. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Statistical learning and neural networks. A.A. 2018/19, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso

Bachelor of Science

• Elaborazione di immagine e video. A.A. 2021/22, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Collaboratore del corso
• Elaborazione di immagine e video. A.A. 2019/20, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Collaboratore del corso
• Elaborazione di immagine e video. A.A. 2018/19, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Collaboratore del corso

• Generative deep learning models
• Deep learning for image analysis
• Deep learning for image restoration
• Image rendering via neural radiance fields

Projects funded by competitive calls

• LICAM - AI-powered LiDAR fusion for next-generation smartphone cameras , (2023-2025) - Responsabile Scientifico
  Nationally funded research - PRIN

• Luca Dordoni. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (39^th cycle, 2024-in progress)
• Gabriele Inzerillo. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (39^th cycle, 2024-in progress)
  Research subject: Bringing change detection on board satellites for low-latency damage assessment
  
  Big Data, Machine Learning, Neural Networks and Data Science
  Multimedia Signal Processing
  Big Data, Machine Learning, Neural Networks and Data Science
  Multimedia Signal Processing
• Davide Piccinini. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (39^th cycle, 2024-in progress)
• Alessandro Scarciglia. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (39^th cycle, 2024-in progress)
• Ziyao Yi. Programme in Intelligenza Artificiale (39^th cycle, 2023-in progress)
• Luca Savant Aira. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (38^th cycle, 2022-in progress)
  Research subject: Multi-image restoration exploiting neural implicit world models
  
  Big Data, Machine Learning, Neural Networks and Data Science
  Multimedia Signal Processing
  Big Data, Machine Learning, Neural Networks and Data Science
  Multimedia Signal Processing
  Big Data, Machine Learning, Neural Networks and Data Science
  Multimedia Signal Processing
• Emanuele Aiello. Programme in Intelligenza Artificiale (37^th cycle, 2021-in progress)
• Antonio Montanaro. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (36^th cycle, 2020-in progress)
  Thesis: Exploring the latent geometry for representation learning
  
  Big Data, Machine Learning, Neural Networks and Data Science
  Geo-positioning, Navigation Systems and Remote sensing
  Big Data, Machine Learning, Neural Networks and Data Science
  Geo-positioning, Navigation Systems and Remote sensing
• Francesca Pistilli. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (35^th cycle, 2019-2023)
  Thesis: Learning robust and efficient point cloud representations
  
  Big Data, Machine Learning, Neural Networks and Data Science
  Multimedia Signal Processing
  Big Data, Machine Learning, Neural Networks and Data Science
  Multimedia Signal Processing

• Prette, N.; Valsesia, D.; Bianchi, T.; Magli, E. (2023)
  Towards Unsupervised Multi-Temporal Satellite Image Super-Resolution. In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Pasadena, CA (USA), 16-21 July 2023, pp. 5135-5138. ISSN 2153-6996. ISBN: 979-8-3503-2010-7
  Contributo in Atti di Convegno (Proceeding)
• Bianchi, Tiziano; Cilia, Martina; Magli, Enrico; Migliorati, Andrea; Prette, Nicola; ... (2023)
  Onboard Processing Capabilities of an Earth Observation Compressive Sensing Payload. In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Pasadena, CA (USA), 16-21 July 2023, pp. 4234-4237. ISSN 2153-6996. ISBN: 979-8-3503-2010-7
  Contributo in Atti di Convegno (Proceeding)
• Bianchi, Tiziano; Guzzi, Donatella; Lastri, Cinzia; Magli, Enrico; Nardino, Vanni; ... (2023)
  Diffraction Efficiency-Aware Reconstruction for Compressive Sensing in the Mid-Infrared. In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Pasadena, CA (USA), 16-21 July 2023, pp. 4463-4465. ISSN 2153-6996. ISBN: 979-8-3503-2010-7
  Contributo in Atti di Convegno (Proceeding)
• Guzzi, Donatella; Baldi, Massimo; Bianchi, Tiziano; Buongiorno, Fabrizia; Lastri, ... (2023)
  Data Simulations of a Compressive Sensing Multispectral Imager in the Mid-Infrared Region and Its Performances for the Monitoring of High-Temperature Events. In: ENGINEERING PROCEEDINGS, vol. 51, pp. 1-5. ISSN 2673-4591
  Contributo su Rivista
• Borrelli, Donato; Baldi, Massimo; Berndt, Dirk; Bertoncini, Lucas; Bianchi, Tiziano; ... (2023)
  Exploring the Potential of Compressive Sensing Payloads for Earth Observation from Geostationary Platforms: An Instrumental Concept for Fire Monitoring. In: ENGINEERING PROCEEDINGS, vol. 51, pp. 1-5. ISSN 2673-4591
  Contributo su Rivista
• Raimondi, Valentina; Baldi, Massimo; Berndt, Dirk; Bianchi, Tiziano; Borque Gallego, ... (2023)
  Super-resolved compressive demonstrator for Earth Observation applications in the Medium Infrared: instrumental concept, optical design and expected performances. In: International Conference on Space Optics - ICSO 2022, Dubrovnik (Croatia), 3-7 October 2022, pp. 1-10
  Contributo in Atti di Convegno (Proceeding)
• Leuzzi, Chiara; Nardin, Andrea; Madaro, A.; Messineo, Rosario; Dovis, Fabio; Valsesia, ... (2023)
  GMLD: A TOOL TO INVESTIGATE AND DEMONSTRATE THE USE OF ML IN VARIOUS AREAS OF GNSS DOMAIN. In: 2023 conference on Big Data from Space, Vienna, Austria, 6-9 November 2023, pp. 129-132. ISBN: 978-92-68-08696-4
  Contributo in Atti di Convegno (Proceeding)
• Cilia, Martina; Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico (2023)
  Multi-Level Fusion for Burst Super-Resolution with Deep Permutation-Invariant Conditioning. In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 04-10 June 2023, pp. 1-5. ISBN: 978-1-7281-6327-7
  Contributo in Atti di Convegno (Proceeding)
• Montanaro, Antonio; Valsesia, Diego; Magli, Enrico (2023)
  Towards Hyperbolic Regularizers For Point Cloud Part Segmentation. In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 04-10 June 2023, pp. 1-5. ISBN: 978-1-7281-6327-7
  Contributo in Atti di Convegno (Proceeding)
• Magli, Enrico; Coluccia, Giulio; Valsesia, Diego; Bianchi, Tiziano (2019)
  Apparato d'utente e metodo di protezione di dati riservati. N. brevetto: IT102019000007290A, propr. brevetto: 3 - Politecn. di Torino et al
  Brevetti

• Sistema di offuscamento di chiavi crittografiche basato sull'impronta digitale compressa di un sensore fotografico. national and international Patent
  Inventors: Tiziano Bianchi Enrico Magli Diego Valsesia
• Sistema di autenticazione di un utente basato su un impronta digitale compressa di un sensore fotografico. national and international Patent
  Inventors: Tiziano Bianchi Enrico Magli Diego Valsesia
• Tecnica di recupero su larga scala di immagini acquisite da un dato dispositivo basata su impronte del sensore compresse tramite proiezioni aleatorie. national and international Patent
  Inventors: Tiziano Bianchi Enrico Magli Diego Valsesia
• Tecnica di riconoscimento di fotocamere attraverso impronta digitale del sensore compressa tramite proiezioni aleatorie, e sue applicazioni a problemi di identificazione. national and international Patent
  Inventors: Tiziano Bianchi Enrico Magli Diego Valsesia