Archivio Istituzionale della RicercaVALSESIA, DIEGO
VALSESIA, DIEGO
Dipartimento di Elettronica e Telecomunicazioni
029934
A multiplication-free neural architecture for image restoration
2026 Dordoni, L.; Valsesia, D.; Magli, E.
Compress-Align-Detect: Onboard Change Detection From Unregistered Images
2026 Inzerillo, G.; Valsesia, D.; Fiengo, A.; Magli, E.
Onboard Real-Time Hyperspectral Subpixel Mapping With Pushbroom Neural Network
2026 Impieri, M.; Piccinini, D.; Valsesia, D.; Magli, E.
Scalable Neural Pushbroom Architectures for Real-Time Denoising of Hyperspectral Images Onboard Satellites
2026 Yi, Z.; Piccinini, D.; Valsesia, D.; Bianchi, T.; Magli, E.
A Novel Method and Dataset for Depth-Guided Image Deblurring From Smartphone Lidar
2025 Montanaro, Antonio; Valsesia, Diego
Deep Lidar-Guided Image Deblurring
2025 Yi, Ziyao; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching
2025 Aiello, E.; Michieli, U.; Valsesia, D.; Ozay, M.; Magli, E.
Efficient Onboard Multitask AI Architecture Based on Self-Supervised Learning
2025 Inzerillo, Gabriele; Valsesia, Diego; 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.
Modeling Uncertainty for Gaussian Splatting
2025 SAVANT AIRA, Luca; Valsesia, Diego; Magli, Enrico
Onboard Hyperspectral Super-Resolution with Deep Pushbroom Neural Network †
2025 Piccinini, D.; Valsesia, D.; Magli, E.
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
Deep 3D World Models for Multi-Image Super-Resolution Beyond Optical Flow
2024 Aira, Luca Savant; Valsesia, Diego; Molini, Andrea Bordone; Fracastoro, Giulia; Magli, Enrico; Mirabile, Andrea
Deep Learning Methods for Satellite Image Super-Resolution
2024 Valsesia, Diego; Magli, Enrico
Degradation-Aware Self-Supervised Multi-Temporal Super-Resolution
2024 Impieri, Matteo; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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. | 1-s2.0-S0925231226009768-main.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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Deep Learning Methods for Satellite Image Super-Resolution / Valsesia, D., Magli, E. - 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 |
| 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 |