Full Professor (L. 240)
Department of Electronics and Telecommunications (DET)
- Member of Interdepartmental Center SmartData@PoliTO - Big Data and Data Science Laboratory
Profile
Research interests
Biography
HIGHLIGHTS - Full Professor at the DET Department, Politecnico di Torino, Italy - Director of the Image Processing and Learning group - Coordinator of the “ICT for Smart Societies” M.Sc. degree program, and a committee member of the PhD program in Electrical, Electronic and Communications Engineering at Politecnico di Torino. - IEEE Fellow - Co-recipient of 2011 TGARS and 2019 IEEE Multimedia best paper awards - Published over 90 journal papers, with 5900+ citations and an h-index of 40 on Google Scholar - Obtained an ERC Starting grant (consolidator type) and an ERC Proof-of-Concept Grant - Founder and President of ToothPic start-up RESEARCH AREAS - Deep learning for image and video analysis - Image and video compression, compressive sensing, satellite imaging - Graph signal processing AWARDS AND RECOGNITIONS - Elevated to IEEE Fellow, “for contributions to compression and communication of remotely sensed imagery”, from Jan. 2017. - IEEE Distinguished Lecturer for CAS during 2015-2016, giving six keynote talks in Brazil, France, and Malaysia. - IEEE Geoscience and Remote Sensing Society 2011 Transactions Prize Paper Award. - IEEE Multimedia 2019 Best Paper Award. - Best Student Paper Award (3rd place) at the 2015 IEEE International Conference on Image Processing (ICIP), as senior author. - Best Paper Award at the 2019 IEEE International Conference on Image Processing (ICIP). - Best Paper Award at the ESA/CNES On-Board Payload Data Compression Workshop, 2016. - 2010 Best Reviewer Award of IEEE JSTARS. - 2011 and 2014 Best Associate Editor Award of IEEE Transactions on Circuits and Systems for Video Technology. - Member of the team that won the prize for “best 5 ideas” at the European Innovation Academy in 2016 with the ToothPic Authenticate business concept. - Member of the team that won the challenge “PROBA-V super-resolution” organized by the European Space Agency in 2019.
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
Awards and Honors
- Best reviewer award, IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing conferred by IEEE Geoscience and Remote Sensing Society, United States (2010)
- Best Associate Editor Award, IEEE Transactions on Circuits and Systems for Video Technology conferred by IEEE Circuits and Systems Society, United States (2010)
- Best Paper Award Francesco Carassa conferred by Gruppo Italiano Telecomunicazioni e Teoria dell'Informazione, Italy (2011)
- Top 10% Paper Award at IEEE International Workshop on Multimedia Signal Processing conferred by Organizing committee of IEEE International Workshop on Multimedia Signal Processing, United States (2011)
- IEEE Geoscience and Remote Sensing Society Transactions Prize Paper Award conferred by IEEE Geoscience and Remote Sensing Society, United States (2011)
- 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 Paper Award Francesco Carassa conferred by Gruppo Italiano Telecomunicazioni e Teoria dell'Informazione, Italy (2013)
- Best Paper Award Francesco Carassa conferred by Gruppo Italiano Telecomunicazioni e Teoria dell'Informazione, Italy (2014)
Conferences
- IEEE Visual Communications and Image Processing Conference, Program chair
- IEEE International Conference on Multimedia and Expo, Program chair
- IEEE Visual Communications and Image Processing Conference, Program chair
- IEEE International Workshop on Multimedia Signal Processing, Program chair
- International Workshop on Multimedia Analysis and Processing, Program chair
Teaching
Collegi of the PhD programmes
- INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2022/2023 (39. ciclo)
Politecnico di TORINO - INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2021/2022 (38. ciclo)
Politecnico di TORINO - INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2020/2021 (37. ciclo)
Politecnico di TORINO - INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2019/2020 (36. ciclo)
Politecnico di TORINO - INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2018/2019 (35. ciclo)
Politecnico di TORINO - INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2017/2018 (34. ciclo)
Politecnico di TORINO - INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2016/2017 (33. ciclo)
Politecnico di TORINO - INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2015/2016 (32. ciclo)
Politecnico di TORINO - INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2014/2015 (31. ciclo)
Politecnico di TORINO - INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI, 2013/2014 (30. ciclo)
Politecnico di TORINO - INGEGNERIA ELETTRONICA, 2012/2013 (29. ciclo)
Politecnico di TORINO
Collegi of the degree programmes
Teachings
PhD
- Ethics of Artificial Intelligence (AI) (didattica di eccellenza). A.A. 2022/23, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Main teacher
- Compressed sensing: theory and applications. A.A. 2018/19, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Main teacher
Master of Science
- Statistical learning and neural networks. A.A. 2024/25, 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. 2024/25, COMMUNICATIONS ENGINEERING. Collaboratore del corso
- Signal, image and video processing and learning (modulo di Image and video processing and learning). A.A. 2023/24, COMMUNICATIONS ENGINEERING. Titolare del corso
- Statistical learning and neural networks. 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. 2022/23, COMMUNICATIONS ENGINEERING. Titolare del corso
- Statistical learning and neural networks. A.A. 2022/23, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
- Image and video processing. A.A. 2021/22, COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING (INGEGNERIA TELEMATICA E DELLE COMUNICAZIONI). Collaboratore del corso
- Statistical learning and neural networks. A.A. 2021/22, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
- Multimedia signal processing. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Statistical learning and neural networks. A.A. 2020/21, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
- Multimedia signal processing. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Statistical learning and neural networks. A.A. 2019/20, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
- Multimedia signal processing. A.A. 2018/19, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Statistical learning and neural networks. A.A. 2018/19, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
Bachelor of Science
- Elaborazione di immagine e video. A.A. 2024/25, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Titolare del corso
- Elaborazione di immagine e video. A.A. 2023/24, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Collaboratore del corso
- Elaborazione di immagine e video. A.A. 2022/23, INGEGNERIA DEL CINEMA E DEI MEZZI DI COMUNICAZIONE. Collaboratore del corso
- 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. 2020/21, 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
Teaching and training projects
Projects funded by commercial contracts
- Corso di formazione su "IoT machine learning and neutral networks", (2018-2019) - Responsabile Scientifico
Commercial contracts
Research
Research fields
- Compressed sensing for privacy-preserving data processing (DET)
- Compressive imaging (DET)
- Deep learning for image analysis (DET)
- Deep learning for image restoration (DET)
- Deep learning for prediction of geomagnetic events (DET)
- Deep learning for video compression (DET)
- Energy-efficient protocols for Internet of Things (IoT) (DET)
- Generative deep learning models (DET)
- Graph-based transforms for image processing (DET)
- Image rendering via neural radiance fields (DET)
- Multimedia forensics (DET)
- Satellite image compression (DET)
- Secure authentication based on deep learning (DET)
Research groups
Research projects
Projects funded by competitive calls
- SURPRISE - LC-SPACE-14-TEC-2018-2019, (2020-2023) - Responsabile Scientifico
UE-funded research - H2020 - Industrial Leadership – LEIT - SPACE - EO-ALERT - COMPET-3-2017, (2018-2020) - Responsabile Scientifico
UE-funded research - H2020 - Industrial Leadership – LEIT - SPACE - ToothPic, a large-scale camera identification systembased on compressed fingerprints, (2015-2017) - Responsabile Scientifico
UE-funded research - H2020 - Excellent Science - ERC - CRISP-TOWARDS COMPRESSIVE INFORMATION PROCESSING SYSTEM, (2011-2016) - Responsabile Scientifico
UE-funded research - VII PQ - Ideas
Projects funded by commercial contracts
- “Copernicus Sentinel-2 Next Generation Phase A/B1”, (2024-2024) - Responsabile Scientifico
Commercial Research - Co-finanziamento del 50% di una posizione di dottorato di ricerca 39° ciclo finalizzato alla realizzazione di attività di ricerca dal titolo “Bringing change detection on board satellites for low-latency damage assessment”, (2024-2027) - Responsabile Scientifico
Participation in expenses for research activity - “Study toward enhancing reliability and timeliness of Vigil mission predictions through Machine Learning (Vigil-ML)”, (2024-2025) - Responsabile Scientifico
Commercial Research - Super-Resolution Algorithms, (2023-2023) - Responsabile Scientifico
Commercial Research - “Deep Learning applied to mobile networks”, (2022-2022) - Responsabile Scientifico
Commercial Research - “Machine Learning for Self-Organizing Networks”, (2022-2022) - Responsabile Scientifico
Commercial Research - Classification of network behaviour - Progetto N. 11, (2021-2021) - Responsabile Scientifico
Commercial Research - Deep learning applied to mobile networks - Progetto N. 12, (2021-2021) - Responsabile Scientifico
Commercial Research - Obfuscation layer for biometric authentication, (2020-2021) - Responsabile Scientifico
Commercial Research - Machine Learning for mobile networks - Progetto N. 12 , (2020-2020) - Responsabile Scientifico
Commercial Research - Visual monitoring Deep Learning based - Progetto N. 13, (2020-2020) - Responsabile Scientifico
Commercial Research - Machine learning for mobile networks, (2019-2019) - Responsabile Scientifico
Commercial Research - Content-based optimization for video streaming services, (2019-2019) - Responsabile Scientifico
Commercial Research - Secure authentication systems, (2019-2020) - Responsabile Scientifico
Commercial Research - Deep Learning in Space: Solar Flares detection, (2018-2019) - Responsabile Scientifico
Commercial Research - Phase A/B1 of HyperSpectral Imaging Mission, (2018-2018) - Responsabile Scientifico
Commercial Research - Secure authentication systems, (2018-2019) - Responsabile Scientifico
Commercial Research - Visual monitoring Deep Learning based, (2018-2018) - Responsabile Scientifico
Commercial Research - Progetto n. 5 - Visual monitoring Deep Learning based, (2017-2017) - Responsabile Scientifico
Commercial Research - NEW TECHNIQUES FOR MULTY-HIPERSPECTRAL LOSSY COMPRESSION FOR VERY HIGH DATA RATE INSTRUMENTS, (2012-2013) - Responsabile Scientifico
Commercial Research
Supervised PhD students
- Luca Dordoni. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (39th cycle, 2024-in progress)
- Gabriele Inzerillo. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (39th 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 (39th cycle, 2024-in progress)
Research subject: My work focuses on remote sensing applications and deployment of deep learning techniques.
Big Data, Machine Learning, Neural Networks and Data Science Big Data, Machine Learning, Neural Networks and Data Science - Alessandro Scarciglia. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (39th cycle, 2024-in progress)
- Ziyao Yi. Programme in Intelligenza Artificiale (39th cycle, 2023-in progress)
- Luca Savant Aira. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (38th 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 (37th cycle, 2021-in progress)
Research subject: Multimodal Deep Learning and Generative Models
Generative models and Generative Adversarial Networks Computer vision and image understanding 3D vision and 3D reconstruction Self-supervised and semi-supervised learning Generative models and Generative Adversarial Networks Computer vision and image understanding 3D vision and 3D reconstruction Self-supervised and semi-supervised learning - Shuyang Li. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (36th cycle, 2020-2024)
Thesis: Data-Driven Mobile Traffic Modelling in Cellular Networks
Big Data, Machine Learning, Neural Networks and Data Science Communication and Computer Networks - Antonio Montanaro. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (36th cycle, 2020-2024)
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 (35th 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
Publications
Publications by type
Last years publications
Last years publications View all publications in Porto@Iris
- Ali, Arslan; Migliorati, Andrea; Bianchi, Tiziano; Magli, Enrico (2024)
Cancelable templates for secure face verification based on deep learning and random projections. In: EURASIP JOURNAL ON INFORMATION SECURITY, pp. 1-18. ISSN 2510-523X
Contributo su Rivista - Bianchi, Tiziano; Migliorati, Andrea; Magli, Enrico (2024)
Gaussian Class-Conditional Training for Secure and Robust Deep Neural Networks. In: Signal Processing and Learning for Next Generation Multimedia / Bernardini R., Marcenaro L., Rinaldo R., Zanuttigh P., S.L., Texmat, pp. 55-77. ISBN: 9788894982800
Contributo in Volume - Aiello, E.; Agarla, M.; Valsesia, D.; Napoletano, P.; Bianchi, T.; Magli, E.; Schettini, ... (2024)
Synthetic Data Pretraining for Hyperspectral Image Super-Resolution. In: IEEE ACCESS, vol. 12, pp. 65024-65031. ISSN 2169-3536
Contributo su Rivista - Impieri, Matteo; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico (2024)
Degradation-Aware Self-Supervised Multi-Temporal Super-Resolution. In: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens (Greece), 07-12 July 2024, pp. 1099-1102. ISBN: 979-8-3503-6032-5
Contributo in Atti di Convegno (Proceeding) - Li, Shuyang; Magli, Enrico; Francini, Gianluca; Ghinamo, Giorgio (2024)
Deep learning based prediction of traffic peaks in mobile networks. In: COMPUTER NETWORKS, vol. 240. ISSN 1389-1286
Contributo su Rivista - Aiello, Emanuele; Valsesia, Diego; Magli, Enrico (2024)
Fast Inference in Denoising Diffusion Models via MMD Finetuning. In: IEEE ACCESS, vol. 12, pp. 106912-106923. ISSN 2169-3536
Contributo su Rivista - Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico (2024)
Hybrid Recurrent-Attentive Neural Network for Onboard Predictive Hyperspectral Image Compression. In: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens (Greece), 07-12 July 2024, pp. 7898-7902. ISBN: 979-8-3503-6032-5
Contributo in Atti di Convegno (Proceeding) - 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) - Li, Shuyang; Magli, Enrico; Francini, Gianluca (2023)
TDANet: an efficient solution for short-term mobile traffic forecasting. In: 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), Florence (Italy), 20-23 June 2023, pp. 1-5. ISBN: 979-8-3503-1114-3
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) - Nardino, V.; Guzzi, D.; Lastri, C.; Palombi, L.; Coluccia, G.; Magli, E.; Labate, D.; ... (2023)
Compressive Sensing Imaging Spectrometer for UV-Vis Stellar Spectroscopy: Instrumental Concept and Performance Analysis. In: SENSORS, vol. 23, pp. 1-24. ISSN 1424-8220
Contributo su Rivista - Bajic, Ivan V.; Mrak, Marta; Dufaux, Frédéric; Magli, Enrico; Chen, Tsuhan (2023)
Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee. In: IEEE SIGNAL PROCESSING MAGAZINE, vol. 40, pp. 72-79. ISSN 1053-5888
Contributo su Rivista - Li, Shuyang; Magli, Enrico; Francini, Gianluca (2023)
To Be Conservative or To Be Aggressive? A Risk-Adaptive Mixture of Experts for Mobile Traffic Forecasting. In: 2023 International Conference on Communications, Roma (Italy), 28 May 2023 - 01 June 2023, pp. 5471-5476
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) - 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) - Nardin, Andrea; Dovis, Fabio; Valsesia, Diego; Magli, Enrico; Leuzzi, Chiara; Messineo, ... (2023)
On the Use of Machine Learning Algorithms to Improve GNSS Products. In: 2023 IEEE/ION Position, Location and Navigation Symposium (PLANS), Monterey, California, USA, 24-27 Aprile 2023. ISBN: 978-1-6654-1772-3
Contributo in Atti di Convegno (Proceeding) - Ali, Arslan; Migliorati, Andrea; Bianchi, Tiziano; Magli, Enrico (2023)
Gaussian class-conditional simplex loss for accurate, adversarially robust deep classifier training. In: EURASIP JOURNAL ON INFORMATION SECURITY, vol. 2023, pp. 1-17. ISSN 2510-523X
Contributo su Rivista - 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 - 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) - Li, Shuyang; Francini, Gianluca; Magli, Enrico (2023)
Temporal dynamics clustering for analyzing cell behavior in mobile networks. In: COMPUTER NETWORKS, vol. 223. ISSN 1389-1286
Contributo su Rivista - 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) - 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) - 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
Society and Enterprise
Patents and other intellectual properties
- Improved prediction of mobile network behavior with occurrences of high concentration of people. national and international Patent
Inventors: Enrico Magli - 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 offuscamento di chiavi crittografiche basato sull'impronta digitale compressa di un sensore fotografico. national and international Patent
Inventors: Tiziano Bianchi Enrico Magli Diego Valsesia - Methods and apparatuses for encoding and decoding digital images or video streams. national and international Patent
Inventors: Giulia Fracastoro Enrico Magli - Methods and apparatuses for encoding and decoding digital images through superpixels. national and international Patent
Inventors: Giulia Fracastoro Enrico Magli - Apparatuses and methods for encoding and decoding images. national and international Patent
Inventors: Giulia Fracastoro Enrico Magli - 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 - 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 - 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 - Convolutional neural networks, particularly for image analysis. international Patent
Inventors: Enrico Magli - 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 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 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 - 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 - 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 - Distributed arithmetic coding. international Patent
Inventors: Enrico Magli Gabriella Olmo