Archivio Istituzionale della RicercaMAGLI, ENRICO
MAGLI, ENRICO
Dipartimento di Elettronica e Telecomunicazioni
003507
Cancelable templates for secure face verification based on deep learning and random projections
2024 Ali, Arslan; Migliorati, Andrea; Bianchi, Tiziano; Magli, Enrico
Deep learning based prediction of traffic peaks in mobile networks
2024 Li, Shuyang; Magli, Enrico; Francini, Gianluca; Ghinamo, Giorgio
Compressive Sensing Imaging Spectrometer for UV-Vis Stellar Spectroscopy: Instrumental Concept and Performance Analysis
2023 Nardino, V.; Guzzi, D.; Lastri, C.; Palombi, L.; Coluccia, G.; Magli, E.; Labate, D.; Raimondi, V.
Data Simulations of a Compressive Sensing Multispectral Imager in the Mid-Infrared Region and Its Performances for the Monitoring of High-Temperature Events
2023 Guzzi, Donatella; Baldi, Massimo; Bianchi, Tiziano; Buongiorno, Fabrizia; Lastri, Cinzia; Magli, Enrico; Nardino, Vanni; Palombi, Lorenzo; Romaniello, Vito; Scopa, Tiziana; Siciliani de Cumis, Mario; Silvestri, Malvina; Valsesia, Diego; Raimondi, Valentina
Diffraction Efficiency-Aware Reconstruction for Compressive Sensing in the Mid-Infrared
2023 Bianchi, Tiziano; Guzzi, Donatella; Lastri, Cinzia; Magli, Enrico; Nardino, Vanni; Palombi, Lorenzo; Prette, Nicola; Raimondi, Valentina; Valsesia, Diego
Exploring the Potential of Compressive Sensing Payloads for Earth Observation from Geostationary Platforms: An Instrumental Concept for Fire Monitoring
2023 Borrelli, Donato; Baldi, Massimo; Berndt, Dirk; Bertoncini, Lucas; Bianchi, Tiziano; Bischof, Lionel; Borque Gallego, Guzman; Carlà, Roberto; Coppo, Peter; Corti, Chiara; Corti, Francesco; Corti, Marco; Cox, Nick; Dauderstädt, Ulrike A.; Dürr, Peter; Franci, Enrico; González, Sara Francés; Gonnelli, Andrea; Guerri, Irene; Guzzi, Donatella; Humbert, Stéphane; Labate, Demetrio; Lamquin, Nicolas; Lastri, Cinzia; Magli, Enrico; Marzi, Emiliano; Migliorati, Andrea; Nardino, Vanni; Pache, Christophe; Palombi, Lorenzo; Piccirillo, Alice Maria; Pilato, Giuseppe; Suetta, Enrico; Taddei, Dario; Valsesia, Diego; Wagner, Michael; Raimondi, Valentina
Gaussian class-conditional simplex loss for accurate, adversarially robust deep classifier training
2023 Ali, Arslan; Migliorati, Andrea; Bianchi, Tiziano; Magli, Enrico
GMLD: A TOOL TO INVESTIGATE AND DEMONSTRATE THE USE OF ML IN VARIOUS AREAS OF GNSS DOMAIN
2023 Leuzzi, Chiara; Nardin, Andrea; Madaro, A.; Messineo, Rosario; Dovis, Fabio; Valsesia, Diego; Magli, Enrico; Sobreira, Hugo; Swinden, Richard
Multi-Level Fusion for Burst Super-Resolution with Deep Permutation-Invariant Conditioning
2023 Cilia, Martina; Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico
Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee
2023 Bajić, Ivan V.; Mrak, Marta; Dufaux, Frédéric; Magli, Enrico; Chen, Tsuhan
On the Use of Machine Learning Algorithms to Improve GNSS Products
2023 Nardin, Andrea; Dovis, Fabio; Valsesia, Diego; Magli, Enrico; Leuzzi, Chiara; Messineo, Rosario; Sobreira, Hugo; Swinden, Richard
Onboard Processing Capabilities of an Earth Observation Compressive Sensing Payload
2023 Bianchi, Tiziano; Cilia, Martina; Magli, Enrico; Migliorati, Andrea; Prette, Nicola; Valsesia, Diego
Super-resolved compressive demonstrator for Earth Observation applications in the Medium Infrared: instrumental concept, optical design and expected performances
2023 Raimondi, Valentina; Baldi, Massimo; Berndt, Dirk; Bianchi, Tiziano; Borque Gallego, Guzmán; Borrelli, Donato; Carlà, Roberto; Corti, Chiara; Corti, Francesco; Corti, Marco; Dauderstädt, Ulrike A.; Dürr, Peter; Gonnelli, Andrea; Francés González, Sara; Guzzi, Donatella; Labate, Demetrio; Lamquin, Nicolas; Lastri, Cinzia; Magli, Enrico; Marzi, Emiliano; Nardino, Vanni; Pache, Christophe; Palombi, Lorenzo; Pilato, Giuseppe; Suetta, Enrico; Valsesia, Diego; Wagner, Michael
TDANet: an efficient solution for short-term mobile traffic forecasting
2023 Li, Shuyang; Magli, Enrico; Francini, Gianluca
Temporal dynamics clustering for analyzing cell behavior in mobile networks
2023 Li, Shuyang; Francini, Gianluca; Magli, Enrico
To Be Conservative or To Be Aggressive? A Risk-Adaptive Mixture of Experts for Mobile Traffic Forecasting
2023 Li, Shuyang; Magli, Enrico; Francini, Gianluca
Towards Hyperbolic Regularizers For Point Cloud Part Segmentation
2023 Montanaro, Antonio; Valsesia, Diego; Magli, Enrico
Towards Unsupervised Multi-Temporal Satellite Image Super-Resolution
2023 Prette, N.; Valsesia, D.; Bianchi, T.; Magli, E.
Compressive Sensing instrumental concepts for space applications
2022 Raimondi, Valentina; Baldi, Massimo; Berndt, Dirk; Bianchi, Tiziano; Borque Gallego, Guzmán; Borrelli, Donato; Corti, Chiara; Corti, Francesco; Corti, Marco; Dauderstädt, Ulrike A.; Dürr, Peter; Gonnelli, Andrea; Francés González, Sara; Guzzi, Donatella; Kunze, Detlef; Labate, Demetrio; Lamquin, Nicolas; Lastri, Cinzia; Magli, Enrico; Marzi, Emiliano; Nardino, Vanni; Pache, Christophe; Palombi, Lorenzo; Pilato, Giuseppe; Suetta, Enrico; Valsesia, Diego; Wagner, Michael
Cross-modal Learning for Image-Guided Point Cloud Shape Completion
2022 Aiello, E.; Valsesia, D.; Magli, E.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Cancelable templates for secure face verification based on deep learning and random projections / Ali, Arslan; Migliorati, Andrea; Bianchi, Tiziano; Magli, Enrico. - In: EURASIP JOURNAL ON INFORMATION SECURITY. - ISSN 2510-523X. - ELETTRONICO. - 1(2024), pp. 1-18. [10.1186/s13635-023-00147-y] | 1-gen-2024 | Ali, ArslanMigliorati, AndreaBianchi, TizianoMagli, Enrico | s13635-023-00147-y.pdf |
| Deep learning based prediction of traffic peaks in mobile networks / Li, Shuyang; Magli, Enrico; Francini, Gianluca; Ghinamo, Giorgio. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - STAMPA. - 240:(2024). [10.1016/j.comnet.2023.110167] | 1-gen-2024 | Li, ShuyangMagli, Enrico + | Elsevier Deep learning based prediction of traffic peaks in mobile networks.pdf; manuscript_Elsevier_CN.pdf |
| Compressive Sensing Imaging Spectrometer for UV-Vis Stellar Spectroscopy: Instrumental Concept and Performance Analysis / Nardino, V.; Guzzi, D.; Lastri, C.; Palombi, L.; Coluccia, G.; Magli, E.; Labate, D.; Raimondi, V.. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 23:4(2023), pp. 1-24. [10.3390/s23042269] | 1-gen-2023 | Magli E. + | sensors-23-02269.pdf |
| Data Simulations of a Compressive Sensing Multispectral Imager in the Mid-Infrared Region and Its Performances for the Monitoring of High-Temperature Events / Guzzi, Donatella; Baldi, Massimo; Bianchi, Tiziano; Buongiorno, Fabrizia; Lastri, Cinzia; Magli, Enrico; Nardino, Vanni; Palombi, Lorenzo; Romaniello, Vito; Scopa, Tiziana; Siciliani de Cumis, Mario; Silvestri, Malvina; Valsesia, Diego; Raimondi, Valentina. - In: ENGINEERING PROCEEDINGS. - ISSN 2673-4591. - ELETTRONICO. - 51:1(2023), pp. 1-5. [10.3390/engproc2023051031] | 1-gen-2023 | Bianchi, TizianoMagli, EnricoValsesia, Diego + | engproc-51-00031.pdf |
| Diffraction Efficiency-Aware Reconstruction for Compressive Sensing in the Mid-Infrared / Bianchi, Tiziano; Guzzi, Donatella; Lastri, Cinzia; Magli, Enrico; Nardino, Vanni; Palombi, Lorenzo; Prette, Nicola; Raimondi, Valentina; Valsesia, Diego. - ELETTRONICO. - (2023), pp. 4463-4465. (Intervento presentato al convegno IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium tenutosi a Pasadena, CA (USA) nel 16-21 July 2023) [10.1109/igarss52108.2023.10283029]. | 1-gen-2023 | Bianchi, TizianoMagli, EnricoPrette, NicolaValsesia, Diego + | Diffraction_Efficiency-Aware_Reconstruction_for_Compressive_Sensing_in_the_Mid-Infrared.pdf |
| Exploring the Potential of Compressive Sensing Payloads for Earth Observation from Geostationary Platforms: An Instrumental Concept for Fire Monitoring / Borrelli, Donato; Baldi, Massimo; Berndt, Dirk; Bertoncini, Lucas; Bianchi, Tiziano; Bischof, Lionel; Borque Gallego, Guzman; Carlà, Roberto; Coppo, Peter; Corti, Chiara; Corti, Francesco; Corti, Marco; Cox, Nick; Dauderstädt, Ulrike A.; Dürr, Peter; Franci, Enrico; González, Sara Francés; Gonnelli, Andrea; Guerri, Irene; Guzzi, Donatella; Humbert, Stéphane; Labate, Demetrio; Lamquin, Nicolas; Lastri, Cinzia; Magli, Enrico; Marzi, Emiliano; Migliorati, Andrea; Nardino, Vanni; Pache, Christophe; Palombi, Lorenzo; Piccirillo, Alice Maria; Pilato, Giuseppe; Suetta, Enrico; Taddei, Dario; Valsesia, Diego; Wagner, Michael; Raimondi, Valentina. - In: ENGINEERING PROCEEDINGS. - ISSN 2673-4591. - ELETTRONICO. - 51:1(2023), pp. 1-5. [10.3390/engproc2023051032] | 1-gen-2023 | Bianchi, TizianoMagli, EnricoMigliorati, AndreaValsesia, Diego + | engproc-51-00032.pdf |
| Gaussian class-conditional simplex loss for accurate, adversarially robust deep classifier training / Ali, Arslan; Migliorati, Andrea; Bianchi, Tiziano; Magli, Enrico. - In: EURASIP JOURNAL ON INFORMATION SECURITY. - ISSN 2510-523X. - ELETTRONICO. - 2023:1(2023), pp. 1-17. [10.1186/s13635-023-00137-0] | 1-gen-2023 | Andrea MiglioratiTiziano BianchiEnrico Magli + | s13635-023-00137-0.pdf |
| GMLD: A TOOL TO INVESTIGATE AND DEMONSTRATE THE USE OF ML IN VARIOUS AREAS OF GNSS DOMAIN / Leuzzi, Chiara; Nardin, Andrea; Madaro, A.; Messineo, Rosario; Dovis, Fabio; Valsesia, Diego; Magli, Enrico; Sobreira, Hugo; Swinden, Richard. - ELETTRONICO. - (2023), pp. 129-132. (Intervento presentato al convegno 2023 conference on Big Data from Space tenutosi a Vienna, Austria nel 6-9 November 2023) [10.2760/46796]. | 1-gen-2023 | Andrea NardinFabio DovisDiego ValsesiaEnrico Magli + | Leuzzi_nardin_JRC135493_01-147-150.pdf |
| Multi-Level Fusion for Burst Super-Resolution with Deep Permutation-Invariant Conditioning / Cilia, Martina; Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico. - ELETTRONICO. - (2023), pp. 1-5. (Intervento presentato al convegno ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) tenutosi a Rhodes Island, Greece nel 04-10 June 2023) [10.1109/ICASSP49357.2023.10096252]. | 1-gen-2023 | Cilia, MartinaValsesia, DiegoFracastoro, GiuliaMagli, Enrico | cilia_icassp.pdf; cilia_icassp_auhor.pdf |
| Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee / Bajić, Ivan V.; Mrak, Marta; Dufaux, Frédéric; Magli, Enrico; Chen, Tsuhan. - In: IEEE SIGNAL PROCESSING MAGAZINE. - ISSN 1053-5888. - ELETTRONICO. - 40:4(2023), pp. 72-79. [10.1109/MSP.2023.3260989] | 1-gen-2023 | Enrico Magli + | Multimedia_Signal_Processing_A_history_of_the_Multimedia_Signal_Processing_Technical_Committee.pdf; MMSP - SPM paper - final version.pdf |
| On the Use of Machine Learning Algorithms to Improve GNSS Products / Nardin, Andrea; Dovis, Fabio; Valsesia, Diego; Magli, Enrico; Leuzzi, Chiara; Messineo, Rosario; Sobreira, Hugo; Swinden, Richard. - ELETTRONICO. - (2023). (Intervento presentato al convegno 2023 IEEE/ION Position, Location and Navigation Symposium (PLANS) tenutosi a Monterey, California, USA nel 24-27 Aprile 2023) [10.1109/PLANS53410.2023.10139920]. | 1-gen-2023 | Andrea NardinFabio DovisDiego ValsesiaEnrico Magli + | _IEEE_ION_PLANS_2023__GNSS_ML_demo_ESA_Altec.pdf; Nardin-OnTheUse.pdf |
| Onboard Processing Capabilities of an Earth Observation Compressive Sensing Payload / Bianchi, Tiziano; Cilia, Martina; Magli, Enrico; Migliorati, Andrea; Prette, Nicola; Valsesia, Diego. - 2023-July:(2023), pp. 4234-4237. (Intervento presentato al convegno IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium tenutosi a Pasadena, CA, USA nel 16-21 July 2023) [10.1109/igarss52108.2023.10281867]. | 1-gen-2023 | Bianchi, TizianoCilia, MartinaMagli, EnricoMigliorati, AndreaPrette, NicolaValsesia, Diego | - |
| Super-resolved compressive demonstrator for Earth Observation applications in the Medium Infrared: instrumental concept, optical design and expected performances / Raimondi, Valentina; Baldi, Massimo; Berndt, Dirk; Bianchi, Tiziano; Borque Gallego, Guzmán; Borrelli, Donato; Carlà, Roberto; Corti, Chiara; Corti, Francesco; Corti, Marco; Dauderstädt, Ulrike A.; Dürr, Peter; Gonnelli, Andrea; Francés González, Sara; Guzzi, Donatella; Labate, Demetrio; Lamquin, Nicolas; Lastri, Cinzia; Magli, Enrico; Marzi, Emiliano; Nardino, Vanni; Pache, Christophe; Palombi, Lorenzo; Pilato, Giuseppe; Suetta, Enrico; Valsesia, Diego; Wagner, Michael. - ELETTRONICO. - 12777:(2023), pp. 1-10. (Intervento presentato al convegno International Conference on Space Optics - ICSO 2022 tenutosi a Dubrovnik (Croatia) nel 3-7 October 2022) [10.1117/12.2690634]. | 1-gen-2023 | Bianchi, TizianoMagli, EnricoValsesia, Diego + | 1277741.pdf |
| TDANet: an efficient solution for short-term mobile traffic forecasting / Li, Shuyang; Magli, Enrico; Francini, Gianluca. - ELETTRONICO. - (2023), pp. 1-5. (Intervento presentato al convegno 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring) tenutosi a Florence (Italy) nel 20-23 June 2023) [10.1109/VTC2023-Spring57618.2023.10199607]. | 1-gen-2023 | Li, ShuyangMagli, Enrico + | TDANet_An_Efficient_Solution_For_Short-Term_Mobile_Traffic_Forecasting.pdf; VTC2023_TDANet, An Efficient Solution For Short-Term Mobile Traffic Forecasting.pdf |
| Temporal dynamics clustering for analyzing cell behavior in mobile networks / Li, Shuyang; Francini, Gianluca; Magli, Enrico. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - ELETTRONICO. - 223:(2023), p. 109578. [10.1016/j.comnet.2023.109578] | 1-gen-2023 | Li, ShuyangMagli, Enrico + | 1-s2.0-S1389128623000233-main.pdf; TemporalDynamicClustering_compressed.pdf |
| To Be Conservative or To Be Aggressive? A Risk-Adaptive Mixture of Experts for Mobile Traffic Forecasting / Li, Shuyang; Magli, Enrico; Francini, Gianluca. - ELETTRONICO. - (2023), pp. 5471-5476. (Intervento presentato al convegno 2023 International Conference on Communications tenutosi a Roma (Italy) nel 28 May 2023 - 01 June 2023) [10.1109/ICC45041.2023.10279534]. | 1-gen-2023 | Shuyang LiEnrico Magli + | ICC 2023_To Be Conservative or To Be Aggressive? A Risk-Adaptive Mixture of Experts for Mobile Traffic Forecasting.pdf; To_be_Conservative_or_to_be_Aggressive_A_Risk-Adaptive_Mixture_of_Experts_for_Mobile_Traffic_Forecasting.pdf |
| Towards Hyperbolic Regularizers For Point Cloud Part Segmentation / Montanaro, Antonio; Valsesia, Diego; Magli, Enrico. - ELETTRONICO. - (2023), pp. 1-5. (Intervento presentato al convegno ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) tenutosi a Rhodes Island, Greece nel 04-10 June 2023) [10.1109/ICASSP49357.2023.10095253]. | 1-gen-2023 | Montanaro, AntonioValsesia, DiegoMagli, Enrico | montanaro_icassp.pdf; Hyperbolic_regularizer-1.pdf |
| Towards Unsupervised Multi-Temporal Satellite Image Super-Resolution / Prette, N.; Valsesia, D.; Bianchi, T.; Magli, E.. - 2023-July:(2023), pp. 5135-5138. (Intervento presentato al convegno IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium tenutosi a Pasadena, CA, USA nel 16-21 July 2023) [10.1109/IGARSS52108.2023.10281856]. | 1-gen-2023 | Prette N.Valsesia D.Bianchi T.Magli E. | - |
| Compressive Sensing instrumental concepts for space applications / Raimondi, Valentina; Baldi, Massimo; Berndt, Dirk; Bianchi, Tiziano; Borque Gallego, Guzmán; Borrelli, Donato; Corti, Chiara; Corti, Francesco; Corti, Marco; Dauderstädt, Ulrike A.; Dürr, Peter; Gonnelli, Andrea; Francés González, Sara; Guzzi, Donatella; Kunze, Detlef; Labate, Demetrio; Lamquin, Nicolas; Lastri, Cinzia; Magli, Enrico; Marzi, Emiliano; Nardino, Vanni; Pache, Christophe; Palombi, Lorenzo; Pilato, Giuseppe; Suetta, Enrico; Valsesia, Diego; Wagner, Michael. - ELETTRONICO. - 12136:(2022), pp. 1-7. (Intervento presentato al convegno SPIE Photonics Europe tenutosi a Strasbourg, France nel 3-7 April 2022) [10.1117/12.2625305]. | 1-gen-2022 | Tiziano BianchiEnrico MagliDiego Valsesia + | 121360B.pdf; RAIMONDI-photonicsEU2022-VF.pdf |
| Cross-modal Learning for Image-Guided Point Cloud Shape Completion / Aiello, E.; Valsesia, D.; Magli, E.. - ELETTRONICO. - 35:(2022). (Intervento presentato al convegno 36th Conference on Neural Information Processing Systems, NeurIPS 2022 tenutosi a New Orleans, USA nel November 28th through December 9th, 2022). | 1-gen-2022 | Aiello E.Valsesia D.Magli E. | aiello_neurips22.pdf |