Remote sensing image processing using machine learning and deep learning techniques.

Master of Science

• Methods and tools for ICT. A.A. 2022/23, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Methods and tools for ICT. A.A. 2023/24, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
• Signal, image and video processing and learning (modulo di Image and video processing and learning). A.A. 2022/23, COMMUNICATIONS ENGINEERING. Collaboratore del corso
• Signal, image and video processing and learning (modulo di Image and video processing and learning). A.A. 2023/24, COMMUNICATIONS ENGINEERING. Collaboratore del corso

• Montanaro, A.; SAVANT AIRA, Luca; Aiello, E.; Valsesia, D.; Magli, E. (2024)
  MOTIONCRAFT: Physics-based Zero-Shot Video Generation. In: 38th Conference on Neural Information Processing Systems, NeurIPS 2024, Vancouver (Can), 10 - 15 December 2024. ISSN 1049-5258
  Contributo in Atti di Convegno (Proceeding)
• Montanaro, Antonio (2024)
  Exploring the latent geometry for representation learning. relatore: MAGLI, ENRICO; VALSESIA, DIEGO; , 36. XXXVI Ciclo, P.: 147
  Doctoral Thesis
• Leng, Z.; Wu, S. -C.; Saleh, M.; Montanaro, A.; Yu, H.; Wang, Y.; Navab, N.; Liang, X.; ... (2023)
  Dynamic Hyperbolic Attention Network for Fine Hand-object Reconstruction. In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, 01-06 October 2023, pp. 14894-14904. ISSN 1550-5499. ISBN: 979-8-3503-0718-4
  Contributo in Atti di Convegno (Proceeding)
• Montanaro, Antonio; Valsesia, Diego; Magli, Enrico (2023)
  Towards Hyperbolic Regularizers For Point Cloud Part Segmentation. In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island (Gre), 04-10 June 2023, pp. 1-5. ISBN: 978-1-7281-6327-7
  Contributo in Atti di Convegno (Proceeding)
• Montanaro, A.; Valsesia, D.; Magli, E. (2022)
  Rethinking the compositionality of point clouds through regularization in the hyperbolic space. In: 36th Conference on Neural Information Processing Systems, NeurIPS 2022, New Orleans, USA, November 28th through December 9th, 2022. ISSN 1049-5258. ISBN: 9781713871088
  Contributo in Atti di Convegno (Proceeding)
• Montanaro, A.; Ebisuzaki, T.; Bertaina, M. (2022)
  Stack-CNN algorithm: A new approach for the detection of space objects. In: JOURNAL OF SPACE SAFETY ENGINEERING, vol. 9, pp. 72-82. ISSN 2468-8967
  Contributo su Rivista
• Montanaro, Antonio; Valsesia, Diego; Magli, Enrico (2022)
  Exploring the Solution Space of Linear Inverse Problems with GAN Latent Geometry. In: 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 16-19 October 2022, pp. 1381-1385. ISBN: 978-1-6654-9620-9
  Contributo in Atti di Convegno (Proceeding)
• Barghini, Dario; Bertaina, Mario; Cellino, Alberto; Fenu, Francesco; Ferrarese, Silvia; ... (2022)
  UV telescope TUS on board Lomonosov satellite: Selected results of the mission. In: ADVANCES IN SPACE RESEARCH, vol. 70, pp. 2734-2749. ISSN 0273-1177
  Contributo su Rivista
• Montanaro, Antonio; Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico (2022)
  Semi-Supervised Learning for Joint SAR and Multispectral Land Cover Classification. In: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, vol. 19, pp. 1-5. ISSN 1545-598X
  Contributo su Rivista