Archivio Istituzionale della RicercaVALSESIA, DIEGO
VALSESIA, DIEGO
Dipartimento di Elettronica e Telecomunicazioni
029934
A Novel Method and Dataset for Depth-Guided Image Deblurring From Smartphone Lidar
2025 Montanaro, Antonio; Valsesia, Diego
DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching
2025 Aiello, E.; Michieli, U.; Valsesia, D.; Ozay, M.; Magli, E.
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
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
Towards Deep Line-Based Architectures for Onboard Hyperspectral Image Super-Resolution
2025 Piccinini, Davide; Valsesia, Diego; Magli, Enrico
Towards Storage-Aware Onboard Change Detection
2025 Inzerillo, Gabriele; Valsesia, Diego; Magli, Enrico; Fiengo, Aniello
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.
A new architecture for onboard change detection based on deep learning
2024 Inzerillo, Gabriele; Valsesia, Diego; Magli, Enrico; Fiengo, Aniello
Degradation-Aware Self-Supervised Multi-Temporal Super-Resolution
2024 Impieri, Matteo; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
Hybrid Recurrent-Attentive Neural Network for Onboard Predictive Hyperspectral Image Compression
2024 Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
MOTIONCRAFT: Physics-based Zero-Shot Video Generation
2024 Montanaro, A.; SAVANT AIRA, Luca; Aiello, E.; Valsesia, D.; Magli, E.
Multitask AI for onboard intelligence in Earth observation missions
2024 Inzerillo, Gabriele; Valsesia, Diego; Magli, Enrico
Onboard hyperspectral image compression with deep line-based predictove architectures
2024 Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
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
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
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
Proba-V Multi-Temporal Super-Resolution Guided by Sentinel-2
2023 Inzerillo, G; Valsesia, D; Magli, E; Niro, F; De Grandis, E
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Novel Method and Dataset for Depth-Guided Image Deblurring From Smartphone Lidar / Montanaro, A., Valsesia, D.. - (2025), pp. 175-180. (2025 IEEE International Conference on Image Processing (ICIP) Anchorage (USA) 14-18 September 2025) [10.1109/icip55913.2025.11084288]. | 1-gen-2025 | Montanaro, AntonioValsesia, Diego | main.pdf; A_Novel_Method_and_Dataset_for_Depth-Guided_Image_Deblurring_From_Smartphone_Lidar.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 |
| 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 |
| 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 |
| 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 |
| 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 |
| A new architecture for onboard change detection based on deep learning / Inzerillo, G., Valsesia, D., Magli, E., Fiengo, A.. - 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 |
| 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 |
| 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 |
| 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 |
| Multitask AI for onboard intelligence in Earth observation missions / Inzerillo, G., Valsesia, D., Magli, E.. - 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |