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Point Cloud Normal Estimation with Graph-Convolutional Neural Networks / Pistilli, F., Fracastoro, G., Valsesia, D., Magli, E.. - ELETTRONICO. - (2020), pp. 1-6. (2020 IEEE International Conference on Multimedia & Expo - 3D Point Cloud Processing, Analysis, Compression, and Communication (PC-PACC) Workshop ) [10.1109/ICMEW46912.2020.9105972]. 1-gen-2020 Pistilli, FrancescaFracastoro, GiuliaValsesia, DiegoMagli, Enrico 09105972.pdf; PC_normal.pdf
EO-ALERT: A Novel Architecture for the Next Generation of Earth Observation Satellites Supporting Rapid Civil Alerts / Kerr, M., Tonetti, S., Cornara, S., Bravo, J.I., Hinz, R., Latorre, A., Membibre, F., Solimini, C., Wiehle, S., Breit, H., Tings, B., Koudelka, O., Teschl, F., Magli, E., Bianchi, T., Migliorati, A., MOTTO ROS, P., Caon, M., Freddi, R., Benetti, M., et al.. - (2020). (71st International Astronautical Congress (IAC) Virtual event 12-14 October 2020). 1-gen-2020 E. MagliT. BianchiAndrea MiglioratiPaolo Motto RosMichele Caon + IAC-20_D125x58637.pdf
Adversarial Learning of Mappings Onto Regularized Spaces for Biometric Authentication / Ali, A., Testa, M., Markhasin, L., Bianchi, T., Magli, E.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 8:(2020), pp. 149316-149331. [10.1109/ACCESS.2020.3016599] 1-gen-2020 Ali, ArslanTesta, MatteoBianchi, TizianoMagli, Enrico + 09166495.pdf
The SURPRISE demonstrator: a super-resolved compressive instrument in the visible and medium infrared for Earth Observation / Raimondi, V., Acampora, L., Amato, G., Baldi, M., Berndt, D., Bianchi, A., Bianchi, T., Colcelli, V., Corti, C., Corti, F., Corti, M., Cox, N., Dauderstädt, U.A., Dürr, P., Francés González, S., Frosini, P., Guzzi, D., Huntingford, J., Labate, D., Lamquin, N., et al.. - ELETTRONICO. - (2020), pp. 1-6. (7th International Workshop on On-Board Payload Data Compression (OBPDC2020) Online event 21-23 September 2020). 1-gen-2020 Tiziano BianchiEnrico MagliDavide TariccoDiego Valsesia + OBPDC-SURPRISE - VF2.pdf
Secrecy Analysis of Finite-Precision Compressive Cryptosystems / Testa, M., Bianchi, T., Magli, E.. - In: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY. - ISSN 1556-6013. - STAMPA. - 15:(2020), pp. 1-13. [10.1109/TIFS.2019.2918089] 1-gen-2020 TESTA, MATTEOBianchi T.Magli E. test_TIFS2019_OA.pdf
Metis: the Solar Orbiter visible light and ultraviolet coronal imager / Antonucci, E., Romoli, M., Andretta, V., Fineschi, S., Heinzel, P., Moses, J.D., Naletto, G., Nicolini, G., Spadaro, D., Teriaca, L., Berlicki, A., Capobianco, G., Crescenzio, G., Da Deppo, V., Focardi, M., Frassetto, F., Heerlein, K., Landini, F., Magli, E., Marco Malvezzi, A., et al.. - In: ASTRONOMY & ASTROPHYSICS. - ISSN 0004-6361. - 642:(2020), p. A10. [10.1051/0004-6361/201935338] 1-gen-2020 Magli, EnricoRicci, Marco + aa35338-19.pdf; aa35338-19_compressed.pdf
Selective encryption in the CCSDS standard for lossless and near-lossless multispectral and hyperspectral image compression / Migliorati, A., Bianchi, T., Magli, E.. - 11533:(2020), pp. 1-8. (SPIE Remote Sensing, 2020 Online 21-25 September 2020) [10.1117/12.2572991]. 1-gen-2020 Migliorati, AndreaBianchi, TizianoMagli, Enrico migl_SPIE2020.pdf
Learning Graph-Convolutional Representations for Point Cloud Denoising / Pistilli, F., Fracastoro, G., Valsesia, D., Magli, E.. - ELETTRONICO. - 12365:(2020), pp. 103-118. (European Conference on Computer Vision ECCV 2020 Glasgow (UK) August 23–28, 2020) [10.1007/978-3-030-58565-5_7]. 1-gen-2020 Pistilli, FrancescaFracastoro, GiuliaValsesia, DiegoMagli, Enrico 123650103.pdf; eccv20.pdf
Deep Graph-Convolutional Image Denoising / Valsesia, D., Fracastoro, G., Magli, E.. - In: IEEE TRANSACTIONS ON IMAGE PROCESSING. - ISSN 1057-7149. - 29:(2020), pp. 8226-8237. [10.1109/TIP.2020.3013166] 1-gen-2020 Valsesia D.Fracastoro G.Magli E. GraphCNN_denoising(1).pdf; Valsesia-DeepGraph.pdf
Towards Deep Unsupervised SAR Despeckling with Blind-Spot Convolutional Neural Networks / Molini, A.B., Valsesia, D., Fracastoro, G., Magli, E.. - ELETTRONICO. - (2020), pp. 2507-2510. (International Geoscience and Remote Sensing Symposium (IGARSS) ) [10.1109/IGARSS39084.2020.9324183]. 1-gen-2020 Molini, Andrea BordoneValsesia, DiegoFracastoro, GiuliaMagli Enrico SAR_Despeckling.pdf; Valsesia-Towards.pdf
NIR image colorization with graph-convolutional neural networks / Valsesia, D., Fracastoro, G., Magli, E.. - (2020), pp. 451-454. (2020 IEEE International Conference on Visual Communications and Image Processing, VCIP 2020 chn 2020) [10.1109/VCIP49819.2020.9301839]. 1-gen-2020 Valsesia D.Fracastoro G.Magli E. NIR_colorization_author.pdf; 09301839.pdf
Optical Compressive Imaging Technologies for Space Big Data / Coluccia, G., Lastri, C., Guzzi, D., Magli, E., Nardino, V., Palombi, L., Pippi, I., Raimondi, V., Ravazzi, C., Garoi, F., Coltuc, D., Vitulli, R., Zuccaro Marchi, A.. - In: IEEE TRANSACTIONS ON BIG DATA. - ISSN 2332-7790. - ELETTRONICO. - (2020). [10.1109/TBDATA.2019.2907135] 1-gen-2020 Coluccia, GiulioMagli, EnricoRavazzi, Chiara + -
DeepSUM++: Non-local Deep Neural Network for Super-Resolution of Unregistered Multitemporal Images / Molini, A.B., Valsesia, D., Fracastoro, G., Magli, E.. - (2020), pp. 3644-3656. (International Geoscience and Remote Sensing Symposium, IGARSS 2020 ) [10.1109/IGARSS39084.2020.9324418]. 1-gen-2020 Molini, Andrea BordoneValsesia, DiegoFracastoro, GiuliaMagli, Enrico DeepSum_gconv.pdf; Valsesia-Deepsum1.pdf
Detection of Solar Coronal Mass Ejections from Raw Images with Deep Convolutional Neural Networks / Valsesia, D., Grippi, A., Magli, E., Susino, R., Telloni, D., Nicolini, G., Casti, M., Mulone, A.F., Messineo, R.. - (2020), pp. 2272-2275. (2020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020 usa 2020) [10.1109/IGARSS39084.2020.9323169]. 1-gen-2020 Valsesia D.Magli E. + solar_igarss_author.pdf; 09323169.pdf
Point Cloud Denoising using Joint Geometry/Color Graph Wavelets / Irfan, M.A., Magli, E.. - STAMPA. - (2020), pp. 1-6. (Workshop on Signal Processing Systems ) [10.1109/SiPS50750.2020.9195231]. 1-gen-2020 Irfan, Muhammad AbeerMagli, Enrico Irfan-Point.pdf; Point cloud denoising using joint geometry:color graph wavelets.pdf
DeepSUM: Deep Neural Network for Super-Resolution of Unregistered Multitemporal Images / Bordone Molini, A., Valsesia, D., Fracastoro, G., Magli, E.. - In: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. - ISSN 0196-2892. - 58:5(2020), pp. 3644-3656. [10.1109/TGRS.2019.2959248] 1-gen-2020 Bordone Molini A.Valsesia D.Fracastoro G.Magli E. main_R1.pdf; Valsesia-DeepSUM.pdf
BioMetricNet: deep unconstrained face verification through learning of metrics regularized onto Gaussian distributions / Ali, A., Testa, M., Bianchi, T., Magli, E.. - STAMPA. - (2020), pp. 133-149. (European Conference on Computer Vision Glasgow ) [10.1007/978-3-030-58595-2_9]. 1-gen-2020 Arslan AliMatteo TestaTiziano BianchiEnrico Magli 123700137.pdf; Magli-BioMetricNet.pdf
Onboard Data Reduction for Multispectral and Hyperspectral Images via Cloud Screening / Cilia, M., Prette, N., Magli, E., Sang, B., Pieraccini, S.. - ELETTRONICO. - (2020), pp. 6230-6233. (IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium Hawaii, USA 26 Sept.-2 Oct. 2020) [10.1109/IGARSS39084.2020.9323641]. 1-gen-2020 Martina CiliaNicola PretteEnrico Magli + 09323641.pdf; IGARSS2020_cloud_screening.pdf
Method and apparatus for image recognition / Ali, Arslan; Testa, Matteo; Markhasin, Lev; Bianchi, Tiziano; Magli, Enrico. - (2021). 1-gen-2021 Ali ARSLANMatteo TESTATiziano BianchiEnrico Magli + Bianchi-Method.pdf
LOW LATENCY ON-BOARD DATA HANDLING FOR EARTH OBSERVATION SATELLITES USING OFF-THE-SHELF COMPONENTS / Caon, Michele; MOTTO ROS, Paolo; Bianchi, Tiziano; Martina, Maurizio; Magli, Enrico. - ELETTRONICO. - (2021), pp. 1-6. ( OBDP2021 - 2nd European Workshop on On-Board Data Processing (OBDP2021) Online Event 14-17 June 2021) [10.5281/zenodo.5570469]. 1-gen-2021 Michele CaonPaolo Motto RosTiziano BianchiMaurizio MartinaEnrico Magli 10.02_OBDP2021_Caon_cor.pdf
A Novel Satellite Architecture for the Next Generation of Earth Observation Satellites Supporting Rapid Alerts / Kerr, M., Tonetti, S., Cornara, S., Bravo, J.I., Hinz, R., Latorre, A., Membibre, F., Ramos, A., Solimini, C., Wiehle, S., Breit, H., Günzel, D., Mandapati, S., Tings, B., Balss, U., Koudelka, O., Teschl, F., Magli, E., Bianchi, T., Migliorati, A., et al.. - ELETTRONICO. - (2021), pp. 1-7. (Small Satellite Conference 2021 Virtual event August 7-12, 2021). 1-gen-2021 E. MagliT. BianchiA. MiglioratiP. Motto RosM. CaonM. Martina + SSC21_EOALERT_v10.pdf
High-Level Synthesis of a Single/Multi-Band Optical and SAR Image Compression and Encryption Hardware Accelerator / Ros, P.M., Caon, M., Bianchi, T., Martina, M., Magli, E.. - ELETTRONICO. - (2021), pp. 7835-7838. (2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS Brussels, Belgium 11-16 July 2021) [10.1109/IGARSS47720.2021.9553765]. 1-gen-2021 Ros, Paolo MottoCaon, MicheleBianchi, TizianoMartina, MaurizioMagli, Enrico 20210528081904_299686_2780.pdf; Motto-Ros-Highlevel.pdf
Very Low Latency Architecture for Earth Observation Satellite Onboard Data Handling, Compression, and Encryption / Caon, M., Ros, P.M., Martina, M., Bianchi, T., Magli, E., Membibre, F., Ramos, A., Latorre, A., Kerr, M., Wiehle, S., Breit, H., Gunzel, D., Mandapati, S., Balss, U., Tings, B.. - ELETTRONICO. - (2021), pp. 7791-7794. (2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS Brussels, Belgium 11-16 July 2021) [10.1109/IGARSS47720.2021.9554085]. 1-gen-2021 Caon, MicheleRos, Paolo MottoMartina, MaurizioBianchi, TizianoMagli, Enrico + IGARSS2021___CS_CEDH.pdf; Motto-Ros-Verylow.pdf
Learning Localized Representations of Point Clouds with Graph-Convolutional Generative Adversarial Networks / Valsesia, D., Fracastoro, G., Magli, E.. - In: IEEE TRANSACTIONS ON MULTIMEDIA. - ISSN 1520-9210. - 23:(2021), pp. 402-414. [10.1109/TMM.2020.2976627] 1-gen-2021 Valsesia D.Fracastoro G.Magli E. PointCloud_GAN.pdf; 09016091.pdf
Joint geometry and color point cloud denoising based on graph wavelets / Irfan, M.A., Magli, E.. - In: IEEE ACCESS. - ISSN 2169-3536. - 9:(2021), pp. 21149-21166. [10.1109/ACCESS.2021.3054171] 1-gen-2021 Irfan, Muhammad AbeerMagli, Enrico Irfan-Joint2.pdf
EO-ALERT: A Novel Architecture for the Next Generation of Earth Observation Satellites Supporting Rapid Civil Alerts / Kerr, M., Tonetti, S., Cornara, S., Bravo, J.I., Hinz, R., Latorre, A., Membibre, F., Ramos, A., Solimini, C., Wiehle, S., Breit, H., Günzel, D., Mandapati, S., Tings, B., Balss, U., Koudelka, O., Teschl, F., Magli, E., Bianchi, T., Migliorati, A., et al.. - ELETTRONICO. - (2021), pp. 1-8. (13th IAA SYMPOSIUM ON SMALL SATELLITES FOR EARTH OBSERVATION BERLIN, GERMANY (Virtual event) 27-29 APRIL 2021). 1-gen-2021 E. MagliT. BianchiA. MiglioratiP. Motto RosM. CaonM. Martina + eoalert-sseo2021-paper-IAA-B13-0205.pdf
Exploiting color for graph-based 3D point cloud denoising / Irfan, M.A., Magli, E.. - In: JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION. - ISSN 1047-3203. - STAMPA. - 75:(2021), pp. 1-20. [10.1016/j.jvcir.2021.103027] 1-gen-2021 Irfan, Muhammad AbeerMagli, Enrico Published-Article.pdf; main_file.pdf
Denoise and Contrast for Category Agnostic Shape Completion / Alliegro, A., Valsesia, D., Fracastoro, G., Magli, E., Tommasi, T.. - (2021), pp. 4627-4636. (Conference on Computer Vision and Pattern Recognition (CVPR) 20-25 June 2021) [10.1109/CVPR46437.2021.00460]. 1-gen-2021 Antonio AlliegroDiego ValsesiaGiulia FracastoroEnrico MagliTatiana Tommasi deco_cvpr2021.pdf; Denoise_and_Contrast_for_Category_Agnostic_Shape_Completion.pdf
Compressive imaging and deep learning based image reconstruction methods in the "SURPRISE" EU project / Magli, E., Bianchi, T., Guzzi, D., Lastri, C., Nardino, V., Palombi, L., Raimondi, V., Taricco, D., Valsesia, D.. - ELETTRONICO. - (2021), pp. 1-8. (OBDP2021 - 2nd European Workshop on On-Board Data Processing Online event 14-17 June 2021) [10.5281/zenodo.5575137]. 1-gen-2021 Enrico MagliTiziano BianchiDavide TariccoDiego Valsesia + 03.01_OBDP2021_Magli.pdf
SISSI Project: A Feasibility Study for a Super Resolved Compressive Sensing Multispectral Imager in the Medium Infrared / Lastri, C., Amato, G., Baldi, M., Bianchi, T., Fabrizia Buongiorno, M., Corti, C., Corti, F., Corti, M., Franci, E., Guzzi, D., Magli, E., Nardino, V., Palombi, L., Romaniello, V., Scopa, T., Siciliani De Cumis, M., Silvestri, M., Valsesia, D., Raimondi, V.. - In: ENGINEERING PROCEEDINGS. - ISSN 2673-4591. - ELETTRONICO. - 8:(2021), pp. 1-5. (AITA 2021 - International Workshop on Advanced Infrared Technology and Applications online 26–28 October 2021) [10.3390/engproc2021008028]. 1-gen-2021 Tiziano BianchiENRICO MAGLIDIEGO VALSESIA + engproc-08-00028.pdf
The CCSDS 123.0-B-2 Low-Complexity Lossless and Near-Lossless Multispectral and Hyperspectral Image Compression Standard: A comprehensive review / Hernandez-Cabronero, M., Kiely, A.B., Klimesh, M., Blanes, I., Ligo, J., Magli, E., Serra-Sagrista, J.. - In: IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE. - ISSN 2168-6831. - STAMPA. - 9:4(2021), pp. 102-119. [10.1109/MGRS.2020.3048443] 1-gen-2021 Magli E. + 09352211.pdf; ccsds_magazine_123x0b2.pdf
Advanced Data Chain Technologies for the Next Generation of Earth Observation Satellites Supporting On-Board Processing for Rapid Civil Alerts / Kerr, M., Ignacio Bravo, J., Hinz, R., Membibre, F., Morón, Á., Latorre, A., Breit, H., Wiehle, S., Günzel, D., Koudelka, O., Teschl, F., Magli, E., Caon, M., Bianchi, T., Martina, M., MOTTO ROS, P., Freddi, R., Milani, F., Curci, G., Marcos, C.. - ELETTRONICO. - (2021), pp. 1-14. (72nd International Astronautical Congress (IAC) Dubai, United Arab Emirates 25-29 October 2021). 1-gen-2021 Enrico MagliMichele CaonTiziano BianchiMaurizio MartinaPaolo Motto Ros + IAC-21-B5.1.3.63888.pdf
Deep Learning Methods for Synthetic Aperture Radar Image Despeckling: An Overview of Trends and Perspectives / Fracastoro, G., Magli, E., Poggi, G., Scarpa, G., Valsesia, D., Verdoliva, L.. - In: IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE. - ISSN 2168-6831. - ELETTRONICO. - 9:2(2021), pp. 29-51. [10.1109/MGRS.2021.3070956] 1-gen-2021 Fracastoro G.Magli E.Valsesia D. + Deep_Learning_Methods_For_Synthetic_Aperture_Radar_Image_Despeckling_An_Overview_Of_Trends_And_Perspectives.pdf; main.pdf
Exploring the Solar Wind from Its Source on the Corona into the Inner Heliosphere during the First Solar Orbiter–Parker Solar Probe Quadrature / Telloni, D., Andretta, V., Antonucci, E., Bemporad, A., Capuano, G.E., Fineschi, S., Giordano, S., Habbal, S., Perrone, D., Pinto, R.F., Sorriso-Valvo, L., Spadaro, D., Susino, R., Woodham, L.D., Zank, G.P., Romoli, M., Bale, S.D., Kasper, J.C., Auchère, F., Bruno, R., et al.. - In: THE ASTROPHYSICAL JOURNAL LETTERS. - ISSN 2041-8205. - STAMPA. - 920:1(2021), pp. 1-8. [10.3847/2041-8213/ac282f] 1-gen-2021 Magli, Enrico + Telloni_2021_ApJL_920_L14.pdf
EO-ALERT: A Satellite Architecture for Autonomous Maritime Monitoring in Almost-Real-Time / Kerr, M., Cornara, S., Tonetti, S., Wiehle, S., Koudelka, O., Magli, E., Freddi, R., Fraile, S., Marcos, C.. - ELETTRONICO. - (2021), pp. 1-1. (European Workshop on Maritime Systems Resilience and Security (MARESEC 2021) Virtual event June 14, 2021.). 1-gen-2021 Enrico Magli + DEIMOS_EOALERT_GEN_MARESEC2021_blind_v01.pdf
Learning Robust Graph-Convolutional Representations for Point Cloud Denoising / Pistilli, F., Fracastoro, G., Valsesia, D., Magli, E.. - In: IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING. - ISSN 1932-4553. - 15:2(2021), pp. 402-414. [10.1109/JSTSP.2020.3047471] 1-gen-2021 Pistilli F.Fracastoro G.Valsesia D.Magli E. main.pdf; 09309029.pdf
Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification / Ali, A., Migliorati, A., Bianchi, T., Magli, E.. - ELETTRONICO. - (2021). (25th International Conference on Pattern Recognition Milan, Italy 10-15 Jan. 2021) [10.1109/ICPR48806.2021.9412277]. 1-gen-2021 Arslan AliAndrea MiglioratiTiziano BianchiEnrico Magli ICPR.pdf; Ali-Beyond.pdf
3D Point Cloud Denoising Using a Joint Geometry and Color k-NN Graph / Irfan, M.A., Magli, E.. - ELETTRONICO. - (2021). (European Signal Processing Conference (2020) Amsterdam, Netherlands 18-21 January 2021) [10.23919/Eusipco47968.2020.9287341]. 1-gen-2021 Muhammad abeer irfanEnrico Magli 3D POINT CLOUD DENOISING USING A JOINT GEOMETRY AND COLOR K-NN GRAPH .pdf; Irfan-3D_point-1.pdf
Designing a Compressive Sensing Demonstrator of an Earth Observation Payload in the Visible and Medium Infrared: Instrumental Concept and Main Features † / Raimondi, V., Acampora, L., Baldi, M., Berndt, D., Bianchi, T., Borrelli, D., Corti, C., Corti, F., Corti, M., Cox, N., Dauderstadt, U.A., Durr, P., Fruchi, A., Gonzalez, S.F., Guzzi, D., Kunze, D., Labate, D., Lamquin, N., Lastri, C., Magli, E., et al.. - In: ENGINEERING PROCEEDINGS. - ISSN 2673-4591. - ELETTRONICO. - 8:(2021), pp. 1-5. (AITA 2021 - International Workshop on Advanced Infrared Technology and Applications online 26–28 October 2021) [10.3390/engproc2021008027]. 1-gen-2021 Bianchi T.Magli E.Taricco D.Valsesia D. + engproc-08-00027-v2.pdf
Spatial Light Modulator-Based Architecture to Implement a Super-Resolved Compressive Instrument for Earth Observation / Raimondi, V., Acampora, L., Amato, G., Baldi, M., Berndt, D., Bianchi, A., Bianchi, T., Borrelli, D., Colcelli, V., Corti, C., Corti, F., Corti, M., Cox, N., Dauderstadt, U.A., Durr, P., Gonzalez, S.F., Frosini, P., Guzzi, D., Huntingford, J., Kunze, D., et al.. - ELETTRONICO. - (2021), pp. 7864-7867. (2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS Brussels, Belgium 11-16 July 2021) [10.1109/IGARSS47720.2021.9554343]. 1-gen-2021 Bianchi, TizianoMagli, EnricoTaricco, DavideValsesia, Diego + Spatial_Light_Modulator-Based_Architecture_to_Implement_a_Super-Resolved_Compressive_Instrument_for_Earth_Observation.pdf; RAIMONDI-IGARSS2021.pdf
EO-Alert: A Satellite Architecture for Detection and Monitoring of Extreme Events in Real Time / Kerr, M., Tonetti, S., Carnara, S., Bravo, J.I., Hinz, R., Latorre, A., Membibre, F., Ramos, A., Wiehle, S., Koudelka, O., Magli, E., Freddi, R., Fraile, S., Marcos, C.. - ELETTRONICO. - (2021), pp. 168-171. (2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS Brussels, Belgium 11-16 July 2021) [10.1109/IGARSS47720.2021.9554747]. 1-gen-2021 Magli, E. + EO-Alert_A_Satellite_Architecture_for_Detection_and_Monitoring_of_Extreme_Events_in_Real_Time.pdf; DEIMOS_EOALERT_GEN_IGARSS2021_v12.pdf
La società dell'informazione / Magli, E. - In: Tutela giuridica del software: dal software all'intelligenza artificiale dalle banche dati ai big dataSTAMPA. - Milano : Key, 2022. - ISBN 8827910638. - pp. 17-44 1-gen-2022 Magli E. AA.VV. - Tutela giuridica software VSS 25 MAGGIO.pdf; AA.VV.+-+Tutela+giuridica+software+VSS+25+MAGGIO_2.pdf
Linking Small-scale Solar Wind Properties with Large-scale Coronal Source Regions through Joint Parker Solar Probe–Metis/Solar Orbiter Observations / Telloni, D., Zank, G.P., Sorriso-Valvo, L., D'Amicis, R., Panasenco, O., Susino, R., Bruno, R., Perrone, D., Adhikari, L., Liang, H., Nakanotani, M., Zhao, L., Hadid, L.Z., Sánchez-Cano, B., Verscharen, D., Velli, M., Grimani, C., Marino, R., Carbone, F., Mancuso, S., et al.. - In: THE ASTROPHYSICAL JOURNAL. - ISSN 0004-637X. - STAMPA. - 935:2(2022), pp. 1-13. [10.3847/1538-4357/ac8103] 1-gen-2022 Magli, Enrico + Telloni_2022_ApJ_935_112.pdf
Cross-modal Learning for Image-Guided Point Cloud Shape Completion / Aiello, E., Valsesia, D., Magli, E.. - ELETTRONICO. - 35:(2022). (36th Conference on Neural Information Processing Systems, NeurIPS 2022 New Orleans, USA November 28th through December 9th, 2022). 1-gen-2022 Aiello E.Valsesia D.Magli E. aiello_neurips22.pdf
Semi-Supervised Learning for Joint SAR and Multispectral Land Cover Classification / Montanaro, A., Valsesia, D., Fracastoro, G., Magli, E.. - In: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. - ISSN 1545-598X. - STAMPA. - 19:(2022), pp. 1-5. [10.1109/lgrs.2022.3195259] 1-gen-2022 Antonio MontanaroDiego ValsesiaGiulia FracastoroEnrico Magli Semi-Supervised_Learning_for_Joint_SAR_and_Multispectral_Land_Cover_Classification.pdf; Self_supervised_multispectral_segmentation.pdf
Rethinking the compositionality of point clouds through regularization in the hyperbolic space / Montanaro, A., Valsesia, D., Magli, E.. - ELETTRONICO. - 35:(2022). (36th Conference on Neural Information Processing Systems, NeurIPS 2022 New Orleans, USA November 28th through December 9th, 2022). 1-gen-2022 Montanaro A.Valsesia D.Magli E. montanaro_neurips22.pdf
Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks / Molini, A.B., Valsesia, D., Fracastoro, G., Magli, E.. - In: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. - ISSN 0196-2892. - STAMPA. - 60:(2022), pp. 1-17. [10.1109/TGRS.2021.3065461] 1-gen-2022 Valsesia D.Fracastoro G.Magli E. + SAR_Despeckling(1).pdf; Valsesia-Speckle2Void.pdf
Compressive Sensing instrumental concepts for space applications / Raimondi, V., Baldi, M., Berndt, D., Bianchi, T., Borque Gallego, G., Borrelli, D., Corti, C., Corti, F., Corti, M., Dauderstädt, U.A., Dürr, P., Gonnelli, A., Francés González, S., Guzzi, D., Kunze, D., Labate, D., Lamquin, N., Lastri, C., Magli, E., Marzi, E., et al.. - ELETTRONICO. - 12136:(2022), pp. 1-7. (SPIE Photonics Europe Strasbourg, France 3-7 April 2022) [10.1117/12.2625305]. 1-gen-2022 Tiziano BianchiEnrico MagliDiego Valsesia + 121360B.pdf; RAIMONDI-photonicsEU2022-VF.pdf
End-to-End Results for Almost-Real-Time Earth Observation from the EO-ALERT Project / Kerr, M., Tonetti, S., Cornara, S., Bravo Pérez-Villar, J., Hinz, R., Latorre, A., Membibre, F., Morón, A., Wiehle, S., Breit, H., Günzel, D., Mandapati, S., Tings, B., Balss, U., Koudelka, O., Teschl, F., Magli, E., Bianchi, T., Migliorati, A., Motto Ros, P., et al.. - ELETTRONICO. - (2022). (Living Planet Symposium 2022 Bonn, Germany 23-27 May 2022). 1-gen-2022 Magli, EnricoBianchi, TizianoMigliorati, AndreaMotto Ros, PaoloCaon, MicheleMaurizio, Martina + 02_KERR.pdf; eoalert-lps2022-abs-10.pdf
Joint Super-Resolved Compressive Sensing and Encryption for Earth Observation Applications / Migliorati, A., Valsesia, D., Bianchi, T., Magli, E.. - ELETTRONICO. - (2022), pp. 1-7. (OBPDC2022 - 8th International Workshop on OnBoard Payload Data Compression Athens, Greece 28-30 September 2022) [10.5281/zenodo.7245135]. 1-gen-2022 Andrea MiglioratiDiego ValsesiaTiziano BianchiEnrico Magli Session 4A-Magli-Joint Super-Resolved Compressive Sensing and Encryption for Earth Observation Applications.pdf
Deep Learning Methods for Satellite Compressive Imaging / Cilia, M., Prette, N., Valsesia, D., Bianchi, T., Magli, E.. - ELETTRONICO. - (2022), pp. 1-8. (OBPDC2022 - 8th International Workshop on OnBoard Payload Data Compression Athens, Greece 28-30 September 2022) [10.5281/zenodo.7245260]. 1-gen-2022 Martina CiliaNicola PretteDiego ValsesiaTiziano BianchiEnrico Magli Session 5B-Prette-Deep Learning Methods for Satellite Compressive Imaging.pdf
Deep motion‐compensation enhancement in video compression / Prette, N., Valsesia, D., Bianchi, T., Magli, E., Naccari, M., Fiandrotti, A.. - In: ELECTRONICS LETTERS. - ISSN 0013-5194. - ELETTRONICO. - (2022). [10.1049/ell2.12475] 1-gen-2022 Prette, NicolaValsesia, DiegoBianchi, TizianoMagli, Enrico + Electronics Letters - 2022 - Prette - Deep motion‐compensation enhancement in video compression.pdf
Super-Resolved Multi-Temporal Segmentation with Deep Permutation-Invariant Networks / Valsesia, D., Magli, E.. - ELETTRONICO. - (2022), pp. 995-998. (IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium Kuala Lumpur, Malaysia 17-22 July 2022) [10.1109/IGARSS46834.2022.9884811]. 1-gen-2022 Valsesia, DiegoMagli, Enrico Super-Resolved_Multi-Temporal_Segmentation_with_Deep_Permutation-Invariant_Networks.pdf; Permutation_invariant_multitemporal_SR.pdf
Exploring the Solution Space of Linear Inverse Problems with GAN Latent Geometry / Montanaro, A., Valsesia, D., Magli, E.. - ELETTRONICO. - (2022), pp. 1381-1385. (2022 IEEE International Conference on Image Processing (ICIP) Bordeaux, France 16-19 October 2022) [10.1109/ICIP46576.2022.9897211]. 1-gen-2022 Montanaro, AntonioValsesia, DiegoMagli, Enrico Exploring_the_Solution_Space_of_Linear_Inverse_Problems_with_GAN_Latent_Geometry.pdf; Explorable_inverse_problems.pdf
Permutation invariance and uncertainty in multitemporal image super-resolution / Valsesia, D., Magli, E.. - In: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. - ISSN 0196-2892. - STAMPA. - 60:(2022), pp. 1-12. [10.1109/TGRS.2021.3130673] 1-gen-2022 Valsesia D.Magli E. Permutation_invariant_multitemporal_SR(2).pdf; Valsesia-Permutation.pdf
Signal Compression via Neural Implicit Representations / Pistilli, F., Valsesia, D., Fracastoro, G., Magli, E.. - ELETTRONICO. - May:(2022), pp. 3733-3737. (IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Singapore, Singapore 23-27 May 2022) [10.1109/ICASSP43922.2022.9747208]. 1-gen-2022 Pistilli F.Valsesia D.Fracastoro G.Magli E. pistilli_icassp22.pdf; Valsesia-Signal.pdf
Point cloud attribute compression with neural implicit representations / Pistilli, F., Valsesia, D., Fracastoro, G., Magli, E.. - ELETTRONICO. - (2022). (2022 ESA International Workshop on On-Board Data Compression Athens (Gre) 28-30 September 2022). 1-gen-2022 Pistilli F.Valsesia D.Fracastoro G.Magli E. neural_implicit_obpdc22.pdf; Session 4B-Valsesia-Point cloud attribute compression with neural implicit representations.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
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
Proba-V Multi-Temporal Super-Resolution Guided by Sentinel-2 / Inzerillo, G., Valsesia, D., Magli, E., Niro, F., De Grandis, E.. - ELETTRONICO. - (2023), pp. 5139-5142. (2023 IEEE International Geoscience and Remote Sensing Symposium Pasadena (USA) 16-21 July, 2023) [10.1109/IGARSS52108.2023.10283177]. 1-gen-2023 Inzerillo GValsesia DMagli E + Proba-V_Multi-Temporal_Super-Resolution_Guided_by_Sentinel-2.pdf; 1624.pdf
On the Use of Machine Learning Algorithms to Improve GNSS Products / Nardin, A., Dovis, F., Valsesia, D., Magli, E., Leuzzi, C., Messineo, R., Sobreira, H., Swinden, R.. - ELETTRONICO. - (2023). (2023 IEEE/ION Position, Location and Navigation Symposium (PLANS) Monterey, California, USA 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
Coronal Heating Rate in the Slow Solar Wind / Telloni, D., Romoli, M., Velli, M., Zank, G.P., Adhikari, L., Downs, C., Burtovoi, A., Susino, R., Spadaro, D., Zhao, L., Liberatore, A., Shi, C., De Leo, Y., Abbo, L., Frassati, F., Jerse, G., Landini, F., Nicolini, G., Pancrazzi, M., Russano, G., et al.. - In: THE ASTROPHYSICAL JOURNAL LETTERS. - ISSN 2041-8205. - STAMPA. - 955:1(2023), pp. 1-8. [10.3847/2041-8213/ace112] 1-gen-2023 Magli E. + apjl_955_1_L4.pdf
Prediction Capability of Geomagnetic Events from Solar Wind Data Using Neural Networks / Telloni, D., Lo Schiavo, M., Magli, E., Fineschi, S., Guastavino, S., Nicolini, G., Susino, R., Giordano, S., Amadori, F., Candiani, V., Massone, A.M., Piana, M.. - In: THE ASTROPHYSICAL JOURNAL. - ISSN 1538-4357. - STAMPA. - 952:2(2023), pp. 1-8. [10.3847/1538-4357/acdeea] 1-gen-2023 Lo Schiavo M.Magli E. + Telloni_2023_ApJ_952_111.pdf
Super-resolved compressive demonstrator for Earth Observation applications in the Medium Infrared: instrumental concept, optical design and expected performances / Raimondi, V., Baldi, M., Berndt, D., Bianchi, T., Borque Gallego, G., Borrelli, D., Carlà, R., Corti, C., Corti, F., Corti, M., Dauderstädt, U.A., Dürr, P., Gonnelli, A., Francés González, S., Guzzi, D., Labate, D., Lamquin, N., Lastri, C., Magli, E., Marzi, E., et al.. - ELETTRONICO. - 12777:(2023), pp. 1-10. (International Conference on Space Optics - ICSO 2022 Dubrovnik (Croatia) 3-7 October 2022) [10.1117/12.2690634]. 1-gen-2023 Bianchi, TizianoMagli, EnricoValsesia, Diego + 1277741.pdf
GMLD: A TOOL TO INVESTIGATE AND DEMONSTRATE THE USE OF ML IN VARIOUS AREAS OF GNSS DOMAIN / Leuzzi, C., Nardin, A., Madaro, A., Messineo, R., Dovis, F., Valsesia, D., Magli, E., Sobreira, H., Swinden, R.. - ELETTRONICO. - (2023), pp. 129-132. (2023 conference on Big Data from Space Vienna, Austria 6-9 November 2023) [10.2760/46796]. 1-gen-2023 Andrea NardinFabio DovisDiego ValsesiaEnrico Magli + Leuzzi_nardin_JRC135493_01-147-150.pdf
Diffraction Efficiency-Aware Reconstruction for Compressive Sensing in the Mid-Infrared / Bianchi, T., Guzzi, D., Lastri, C., Magli, E., Nardino, V., Palombi, L., Prette, N., Raimondi, V., Valsesia, D.. - ELETTRONICO. - (2023), pp. 4463-4465. (IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Pasadena, CA (USA) 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; SURPRISE_MIR_Reconstruction.pdf
Towards Unsupervised Multi-Temporal Satellite Image Super-Resolution / Prette, N., Valsesia, D., Bianchi, T., Magli, E.. - ELETTRONICO. - (2023), pp. 5135-5138. (IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Pasadena, CA (USA) 16-21 July 2023) [10.1109/IGARSS52108.2023.10281856]. 1-gen-2023 Prette N.Valsesia D.Bianchi T.Magli E. Towards_Unsupervised_Multi-Temporal_Satellite_Image_Super-Resolution.pdf; Unsupervised_MISR-1.pdf
Temporal dynamics clustering for analyzing cell behavior in mobile networks / Li, S., Francini, G., Magli, E.. - 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
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
To Be Conservative or To Be Aggressive? A Risk-Adaptive Mixture of Experts for Mobile Traffic Forecasting / Li, S., Magli, E., Francini, G.. - ELETTRONICO. - (2023), pp. 5471-5476. (2023 International Conference on Communications Roma (Italy) 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
Prediction of geomagnetic events from solar wind data using deep learning / Lo Schiavo, M., Magli, E., Fineschi, S., Nicolini, G., Telloni, D.. - ELETTRONICO. - (2023). (2023 European Data Handling & Data Processing Conference for Space Noordwijk (Ned) 2-6 October 2023) [10.23919/EDHPC59100.2023.10396458]. 1-gen-2023 Lo Schiavo M.Magli E. + Prediction_of_geomagnetic_events_from_solar_wind_data_using_deep_learning.pdf; Prediction of geomagnetic events from solar wind data using Deep Learning.pdf
Onboard Processing Capabilities of an Earth Observation Compressive Sensing Payload / Bianchi, T., Cilia, M., Magli, E., Migliorati, A., Prette, N., Valsesia, D.. - (2023), pp. 4234-4237. (IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Pasadena, CA (USA) 16-21 July 2023) [10.1109/igarss52108.2023.10281867]. 1-gen-2023 Bianchi, TizianoCilia, MartinaMagli, EnricoMigliorati, AndreaPrette, NicolaValsesia, Diego Onboard_Processing_Capabilities_of_an_Earth_Observation_Compressive_Sensing_Payload.pdf; SURPRISE_Onboard.pdf
TDANet: an efficient solution for short-term mobile traffic forecasting / Li, S., Magli, E., Francini, G.. - ELETTRONICO. - (2023), pp. 1-5. (2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring) Florence (Italy) 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
Gaussian class-conditional simplex loss for accurate, adversarially robust deep classifier training / Ali, A., Migliorati, A., Bianchi, T., Magli, E.. - 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
Towards Hyperbolic Regularizers For Point Cloud Part Segmentation / Montanaro, A., Valsesia, D., Magli, E.. - ELETTRONICO. - (2023), pp. 1-5. (ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Rhodes Island (Gre) 04-10 June 2023) [10.1109/ICASSP49357.2023.10095253]. 1-gen-2023 Montanaro, AntonioValsesia, DiegoMagli, Enrico montanaro_icassp.pdf; Hyperbolic_regularizer-1.pdf
RAN-GNNs: Breaking the Capacity Limits of Graph Neural Networks / Valsesia, D., Fracastoro, G., Magli, E.. - In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. - ISSN 2162-237X. - STAMPA. - (2023). [10.1109/TNNLS.2021.3118450] 1-gen-2023 Valsesia D.Fracastoro G.Magli E. RAN-GNNs_Breaking_the_Capacity_Limits_of_Graph_Neural_Networks.pdf; RandomNN.pdf
Multi-Level Fusion for Burst Super-Resolution with Deep Permutation-Invariant Conditioning / Cilia, M., Valsesia, D., Fracastoro, G., Magli, E.. - ELETTRONICO. - (2023), pp. 1-5. (ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Rhodes Island, Greece 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, I.V., Mrak, M., Dufaux, F., Magli, E., Chen, T.. - 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
Onboard hyperspectral image compression with deep line-based predictove architectures / Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico. - ELETTRONICO. - (2024). ( 9th International Workshop on On-Board Payload Data Compression Las Palmas De Gran Canaria (Esp) 2-4 October 2024). 1-gen-2024 Diego ValsesiaTiziano BianchiEnrico Magli magli_obpdc_compression.pdf
Multitask AI for onboard intelligence in Earth observation missions / Inzerillo, Gabriele; Valsesia, Diego; Magli, Enrico. - ELETTRONICO. - (2024). ( 2024 Small Satellites Systems and Services Symposium Palma de Mallorca (Esp) 27-31 May 2024). 1-gen-2024 Gabriele InzerilloDiego ValsesiaEnrico Magli 45_Valsesia-Diego_Paper.pdf
A new architecture for onboard change detection based on deep learning / Inzerillo, Gabriele; Valsesia, Diego; Magli, Enrico; Fiengo, Aniello. - ELETTRONICO. - (2024). ( 9th International Workshop on On-Board Payload Data Compression Las Palmas De Gran Canaria (Esp) 2-4 October 2024). 1-gen-2024 Gabriele InzerilloDiego ValsesiaEnrico Magli + magli_OBPDC_change_detection.pdf
Deep Learning Methods for Satellite Image Super-Resolution / Valsesia, Diego; Magli, Enrico - In: Signal and image processing for remote sensingSTAMPA. - [s.l] : Taylor and Francis, 2024. - ISBN 9781003382010. - pp. 228-238 [10.1201/9781003382010-15] 1-gen-2024 Valsesia, DiegoMagli, Enrico 9781032437415_C012.pdf
Metis Observation of the Onset of Fully Developed Turbulence in the Solar Corona / Telloni, D., Sorriso-Valvo, L., Zank, G.P., Velli, M., Andretta, V., Perrone, D., Marino, R., Carbone, F., Vecchio, A., Adhikari, L., Zhao, L., Guastavino, S., Camattari, F., Shi, C., Sioulas, N., Huang, Z., Romoli, M., Antonucci, E., Da Deppo, V., Fineschi, S., et al.. - In: THE ASTROPHYSICAL JOURNAL LETTERS. - ISSN 2041-8205. - STAMPA. - 973:2(2024), pp. 1-9. [10.3847/2041-8213/ad5a8c] 1-gen-2024 Magli, Enrico + Telloni_2024_ApJL_973_L48.pdf
Hybrid Recurrent-Attentive Neural Network for Onboard Predictive Hyperspectral Image Compression / Valsesia, D., Bianchi, T., Magli, E.. - ELETTRONICO. - (2024), pp. 7898-7902. (IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Athens (Greece) 07-12 July 2024) [10.1109/igarss53475.2024.10641584]. 1-gen-2024 Valsesia, DiegoBianchi, TizianoMagli, Enrico RKWV_predictive_compression-7.pdf; Hybrid_Recurrent-Attentive_Neural_Network_for_Onboard_Predictive_Hyperspectral_Image_Compression.pdf
Exploring Time Series Variability: A Training-Efficient Mobile Traffic Predictor / Li, S., Magli, E., Francini, G.. - ELETTRONICO. - (2024). (2024 IEEE Wireless Communications and Networking Conference Dubai (UAE) 21-24 April 2024) [10.1109/WCNC57260.2024.10570577]. 1-gen-2024 Li S.Magli E. + Exploring_Time_Series_Variability_A_Training-Efficient_Mobile_Traffic_Predictor.pdf; GLOBECOM_2023 2.pdf
Deep learning based prediction of traffic peaks in mobile networks / Li, S., Magli, E., Francini, G., Ghinamo, G.. - 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
Onboard Deep Lossless and Near-Lossless Predictive Coding of Hyperspectral Images With Line-Based Attention / Valsesia, D., Bianchi, T., Magli, E.. - In: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. - ISSN 0196-2892. - 62:(2024). [10.1109/tgrs.2024.3465043] 1-gen-2024 Valsesia, DiegoBianchi, TizianoMagli, Enrico main.pdf; Onboard_Deep_Lossless_and_Near-Lossless_Predictive_Coding_of_Hyperspectral_Images_With_Line-Based_Attention-2.pdf
ConQ: Binary Quantization of Neural Networks via Concave Regularization / Migliorati, A., Fracastoro, G., Fosson, S., Bianchi, T., Magli, E.. - (2024), pp. 1-6. (34th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2024 London (UK) 22-25 September 2024) [10.1109/mlsp58920.2024.10734837]. 1-gen-2024 Migliorati, AndreaFracastoro, GiuliaFosson, SophieBianchi, TizianoMagli, Enrico conq_camera_ready_OA.pdf; ConQ_Binary_Quantization_of_Neural_Networks_via_Concave_Regularization.pdf
Ternary Neural Networks for Gait Identification in Wearable Devices / Agnetti, G., Migliorati, A., Mari, D., Bianchi, T., Milani, S., Magli, E.. - (2024), pp. 1-6. (16th IEEE International Workshop on Information Forensics and Security, WIFS 2024 Rome (Ita) 02-05 December 2024) [10.1109/wifs61860.2024.10810715]. 1-gen-2024 Migliorati, AndreaBianchi, TizianoMagli, Enrico + Ternary_Neural_Networks_for_Gait_Identification_in_Wearable_Devices.pdf; Ternary_Neural_Networks_for_Gait_Identification_in_Wearable_Devices_OA.pdf
Synthetic Data Pretraining for Hyperspectral Image Super-Resolution / Aiello, E., Agarla, M., Valsesia, D., Napoletano, P., Bianchi, T., Magli, E., Schettini, R.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 12:(2024), pp. 65024-65031. [10.1109/ACCESS.2024.3396990] 1-gen-2024 Aiello E.Agarla M.Valsesia D.Bianchi T.Magli E. + Synthetic_Data_Pretraining_for_Hyperspectral_Image_Super-Resolution.pdf
Cancelable templates for secure face verification based on deep learning and random projections / Ali, A., Migliorati, A., Bianchi, T., Magli, E.. - 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
MOTIONCRAFT: Physics-based Zero-Shot Video Generation / Montanaro, A., SAVANT AIRA, L., Aiello, E., Valsesia, D., Magli, E.. - 37:(2024). (38th Conference on Neural Information Processing Systems, NeurIPS 2024 Vancouver (Can) 10 - 15 December 2024). 1-gen-2024 Montanaro A.Aira Savant LucaAiello E.Valsesia D.Magli E. NeurIPS-2024-motioncraft-physics-based-zero-shot-video-generation-Paper-Conference_compressed-1.pdf; Flow_based_video_generation-4_compressed.pdf
Degradation-Aware Self-Supervised Multi-Temporal Super-Resolution / Impieri, M., Valsesia, D., Bianchi, T., Magli, E.. - ELETTRONICO. - (2024), pp. 1099-1102. (IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Athens (Greece) 07-12 July 2024) [10.1109/igarss53475.2024.10641268]. 1-gen-2024 Impieri, MatteoValsesia, DiegoBianchi, TizianoMagli, Enrico Degradation-Aware_Self-Supervised_Multi-Temporal_Super-Resolution.pdf; Unsupervised_MISR_IGARSS24.pdf
Deep 3D World Models for Multi-Image Super-Resolution Beyond Optical Flow / Aira, L.S., Valsesia, D., Molini, A.B., Fracastoro, G., Magli, E., Mirabile, A.. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 188902-188913. [10.1109/access.2024.3514188] 1-gen-2024 Aira, Luca SavantValsesia, DiegoFracastoro, GiuliaMagli, Enrico + Deep_3D_World_Models_for_Multi-Image_Super-Resolution_Beyond_Optical_Flow.pdf
Sparsification of Deep Neural Networks via Ternary Quantization / Dordoni, L., Migliorati, A., Fracastoro, G., Fosson, S., Bianchi, T., Magli, E.. - (2024), pp. 1-6. (34th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2024 London (UK) 2024) [10.1109/mlsp58920.2024.10734714]. 1-gen-2024 Dordoni, LucaMigliorati, AndreaFracastoro, GiuliaFosson, SophieBianchi, TizianoMagli, Enrico Sparsification of Deep Neural Networks via Ternary Quantization_OA.pdf; Sparsification_of_Deep_Neural_Networks_via_Ternary_Quantization.pdf
Fast Inference in Denoising Diffusion Models via MMD Finetuning / Aiello, E., Valsesia, D., Magli, E.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 12:(2024), pp. 106912-106923. [10.1109/access.2024.3436698] 1-gen-2024 Aiello, EmanueleValsesia, DiegoMagli, Enrico Fast_Inference_in_Denoising_Diffusion_Models_via_MMD_Finetuning.pdf
A multi-service edge-AI architecture based on self-supervised learning / Magli, E., Angarano, S., Bassetti, S., Bianchi, T., Boccardo, P., Bucci, S., Chiaberge, M., Inzerillo, G., Lisi, D., Mascetti, G., Mergè, M., Monaco, C., Pasturensi, M., Piccinini, D., Valsesia, D., Zema, G.. - ELETTRONICO. - (2024), pp. 1-9. (75th International Astronautical Congress Milan (Ita) 14-18 October 2024). 1-gen-2024 Magli EAngarano S.Bianchi T.Boccardo P.Bucci S.Chiaberge M.Inzerillo G.Piccinini D.Valsesia D. + IAC-24,B1,4,2,x87460.pdf
Gaussian Class-Conditional Training for Secure and Robust Deep Neural Networks / Bianchi, T., Migliorati, A., Magli, E. (CNIT TECHNICAL REPORT ..). - In: Signal Processing and Learning for Next Generation Multimedia / Bernardini R., Marcenaro L., Rinaldo R., Zanuttigh P.. - STAMPA. - [s.l] : Texmat, 2024. - ISBN 9788894982800. - pp. 55-77 [10.57620/CNIT-Report_13] 1-gen-2024 Tiziano BianchiAndrea MiglioratiEnrico Magli ch3.pdf
Onboard Hyperspectral Super-Resolution with Deep Pushbroom Neural Network † / Piccinini, D., Valsesia, D., Magli, E.. - In: REMOTE SENSING. - ISSN 2072-4292. - 17:21(2025). [10.3390/rs17213634] 1-gen-2025 Piccinini D.Valsesia D.Magli E. remotesensing-17-03634-v2.pdf
DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching / Aiello, E., Michieli, U., Valsesia, D., Ozay, M., Magli, E.. - (2025), pp. 12480-12489. (2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025 Nashville (USA) 10-17 June 2025) [10.1109/CVPR52734.2025.01164]. 1-gen-2025 Aiello E.Valsesia D.Magli E. + Aiello_DreamCache_Finetuning-Free_Lightweight_Personalized_Image_Generation_via_Feature_Caching_CVPR_2025_paper.pdf; Personalized_image_generation___Emanuele-3_compressed.pdf
Deep Lidar-Guided Image Deblurring / Yi, Z., Valsesia, D., Bianchi, T., Magli, E.. - In: SENSORS. - ISSN 1424-8220. - 25:21(2025). [10.3390/s25216786] 1-gen-2025 Yi, ZiyaoValsesia, DiegoBianchi, TizianoMagli, Enrico sensors-25-06786_mini.pdf
Towards Storage-Aware Onboard Change Detection / Inzerillo, G., Valsesia, D., Magli, E., Fiengo, A.. - (2025), pp. 6036-6040. (IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium Brisbane (Aus) 03-08 August 2025) [10.1109/igarss55030.2025.11242951]. 1-gen-2025 Inzerillo, GabrieleValsesia, DiegoMagli, Enrico + Towards_Storage-Aware_Onboard_Change_Detection.pdf; Onboard_change_detection-12.pdf
Towards Deep Line-Based Architectures for Onboard Hyperspectral Image Super-Resolution / Piccinini, D., Valsesia, D., Magli, E.. - (2025), pp. 6241-6245. (IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium Brisbane (Aus) 03-08 August 2025) [10.1109/igarss55030.2025.11243158]. 1-gen-2025 Piccinini, DavideValsesia, DiegoMagli, Enrico Towards_Deep_Line-Based_Architectures_for_Onboard_Hyperspectral_Image_Super-Resolution.pdf; Line_based_superresolution-7.pdf
First Laboratory Measurements of a Super-Resolved Compressive Instrument in the Medium Infrared / Guzzi, D., Bianchi, T., Corti, M., González, S.F., Lastri, C., Magli, E., Nardino, V., Pache, C., Palombi, L., Valsesia, D., Raimondi, V.. - In: PROCEEDINGS. - ISSN 2504-3900. - 129:1(2025), pp. 1-5. (18th International Workshop on Advanced Infrared Technology and Applications (AITA 2025) Kobe (Jap) 15–19 September 2025) [10.3390/proceedings2025129024]. 1-gen-2025 Bianchi, TizianoMagli, EnricoValsesia, Diego + proceedings-129-00024.pdf
SURPRISE laboratory demonstrator: outcomes of the laboratory test campaign / Palombi, L., Baldi, M., Bianchi, T., Bischof, L., Franci, E., Borque Gallego, G., Corti, C., Corti, F., Corti, M., Guzzi, D., Humbert, S., Lastri, C., Magli, E., Migliorati, A., Marzi, E., Nardino, V., Pache, C., Taddei, D., Valsesia, D., Raimondi, V.. - 13699:(2025), pp. 1-5. (International Conference on Space Optics — ICSO 2024 Antibes Juan-les-Pins (Fra) 21-25 October 2024) [10.1117/12.3071588]. 1-gen-2025 Bianchi, TizianoMagli, EnricoMigliorati, AndreaValsesia, Diego + 136994C.pdf
Efficient Onboard Multitask AI Architecture Based on Self-Supervised Learning / Inzerillo, G., Valsesia, D., Magli, E.. - In: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. - ISSN 1939-1404. - 18:(2025), pp. 828-838. [10.1109/jstars.2024.3502776] 1-gen-2025 Inzerillo, GabrieleValsesia, DiegoMagli, Enrico Efficient_Onboard_Multitask_AI_Architecture_Based_on_Self-Supervised_Learning.pdf
Modeling Uncertainty for Gaussian Splatting / SAVANT AIRA, L., Valsesia, D., Magli, E.. - In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. - ISSN 2162-237X. - (2025), pp. 1-7. [10.1109/TNNLS.2025.3553582] 1-gen-2025 Aira Luca SavantValsesia DiegoMagli Enrico Modeling_Uncertainty_for_Gaussian_Splatting.pdf; TNNLS-2024-B-32833.pdf
Scalable Neural Pushbroom Architectures for Real-Time Denoising of Hyperspectral Images Onboard Satellites / Yi, Z., Piccinini, D., Valsesia, D., Bianchi, T., Magli, E.. - In: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. - ISSN 0196-2892. - 64:(2026). [10.1109/TGRS.2026.3686438] 1-gen-2026 Yi Z.Piccinini D.Valsesia D.Bianchi T.Magli E. main.pdf; Scalable_Neural_Pushbroom_Architectures_for_Real-Time_Denoising_of_Hyperspectral_Images_Onboard_Satellites.pdf
Compress-Align-Detect: Onboard Change Detection From Unregistered Images / Inzerillo, G., Valsesia, D., Fiengo, A., Magli, E.. - In: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. - ISSN 0196-2892. - 64:(2026). [10.1109/TGRS.2026.3686514] 1-gen-2026 Inzerillo G.Valsesia D.Magli E. + main_compressed.pdf; CompressAlignDetect_Onboard_Change_Detection_From_Unregistered_Images.pdf
A multiplication-free neural architecture for image restoration / Dordoni, L., Valsesia, D., Magli, E.. - In: NEUROCOMPUTING. - ISSN 0925-2312. - 684:(2026). [10.1016/j.neucom.2026.133579] 1-gen-2026 Dordoni L.Valsesia D.Magli E. -
Onboard Real-Time Hyperspectral Subpixel Mapping With Pushbroom Neural Network / Impieri, M., Piccinini, D., Valsesia, D., Magli, E.. - In: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. - ISSN 1939-1404. - ELETTRONICO. - 19:(2026), pp. 17403-17419. [10.1109/JSTARS.2026.3692947] 1-gen-2026 Impieri M.Piccinini D.Valsesia D.Magli E. Onboard_Real-Time_Hyperspectral_Subpixel_Mapping_With_Pushbroom_Neural_Network.pdf; main.pdf
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