Archivio Istituzionale della RicercaBIANCHI, TIZIANO
BIANCHI, TIZIANO
Dipartimento di Elettronica e Telecomunicazioni
030842
Scalable Neural Pushbroom Architectures for Real-Time Denoising of Hyperspectral Images Onboard Satellites
2026 Yi, Z.; Piccinini, D.; Valsesia, D.; Bianchi, T.; Magli, E.
Deep Lidar-Guided Image Deblurring
2025 Yi, Ziyao; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
First Laboratory Measurements of a Super-Resolved Compressive Instrument in the Medium Infrared
2025 Guzzi, Donatella; Bianchi, Tiziano; Corti, Marco; González, Sara Francés; Lastri, Cinzia; Magli, Enrico; Nardino, Vanni; Pache, Christophe; Palombi, Lorenzo; Valsesia, Diego; Raimondi, Valentina
Joint SAR–Optical Image Compression with Tunable Progressive Attentive Fusion
2025 Valsesia, D.; Bianchi, T.
SURPRISE laboratory demonstrator: outcomes of the laboratory test campaign
2025 Palombi, Lorenzo; Baldi, Massimo; Bianchi, Tiziano; Bischof, Lionel; Franci, Enrico; Borque Gallego, Guzman; Corti, Chiara; Corti, Francesco; Corti, Marco; Guzzi, Donatella; Humbert, Stephane; Lastri, Cinzia; Magli, Enrico; Migliorati, Andrea; Marzi, Emiliano; Nardino, Vanni; Pache, Christophe; Taddei, Dario; Valsesia, Diego; Raimondi, Valentina
A multi-service edge-AI architecture based on self-supervised learning
2024 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.
Cancelable templates for secure face verification based on deep learning and random projections
2024 Ali, Arslan; Migliorati, Andrea; Bianchi, Tiziano; Magli, Enrico
ConQ: Binary Quantization of Neural Networks via Concave Regularization
2024 Migliorati, Andrea; Fracastoro, Giulia; Fosson, Sophie; Bianchi, Tiziano; Magli, Enrico
Degradation-Aware Self-Supervised Multi-Temporal Super-Resolution
2024 Impieri, Matteo; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
Gaussian Class-Conditional Training for Secure and Robust Deep Neural Networks
2024 Bianchi, Tiziano; Migliorati, Andrea; Magli, Enrico
Hybrid Recurrent-Attentive Neural Network for Onboard Predictive Hyperspectral Image Compression
2024 Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
Onboard Deep Lossless and Near-Lossless Predictive Coding of Hyperspectral Images With Line-Based Attention
2024 Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
Onboard hyperspectral image compression with deep line-based predictove architectures
2024 Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
Sparsification of Deep Neural Networks via Ternary Quantization
2024 Dordoni, Luca; Migliorati, Andrea; Fracastoro, Giulia; Fosson, Sophie; Bianchi, Tiziano; Magli, Enrico
Synthetic Data Pretraining for Hyperspectral Image Super-Resolution
2024 Aiello, E.; Agarla, M.; Valsesia, D.; Napoletano, P.; Bianchi, T.; Magli, E.; Schettini, R.
Ternary Neural Networks for Gait Identification in Wearable Devices
2024 Agnetti, Giacomo; Migliorati, Andrea; Mari, Daniele; Bianchi, Tiziano; Milani, Simone; Magli, Enrico
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| 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 |
| 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 |
| Joint SAR–Optical Image Compression with Tunable Progressive Attentive Fusion / Valsesia, D., Bianchi, T.. - In: REMOTE SENSING. - ISSN 2072-4292. - 17:13(2025). [10.3390/rs17132189] | 1-gen-2025 | Valsesia D.Bianchi T. | remotesensing-17-02189.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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Onboard hyperspectral image compression with deep line-based predictove architectures / Valsesia, D., Bianchi, T., Magli, E.. - 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 |
| 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 |
| 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 |
| 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 |
| Data Simulations of a Compressive Sensing Multispectral Imager in the Mid-Infrared Region and Its Performances for the Monitoring of High-Temperature Events / Guzzi, D., Baldi, M., Bianchi, T., Buongiorno, F., Lastri, C., 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. - 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, 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 |
| Exploring the Potential of Compressive Sensing Payloads for Earth Observation from Geostationary Platforms: An Instrumental Concept for Fire Monitoring / Borrelli, D., Baldi, M., Berndt, D., Bertoncini, L., Bianchi, T., Bischof, L., Borque Gallego, G., Carlà, R., Coppo, P., Corti, C., Corti, F., Corti, M., Cox, N., Dauderstädt, U.A., Dürr, P., Franci, E., González, S.F., Gonnelli, A., Guerri, I., Guzzi, D., et al.. - 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, 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 |