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SemanticAlignNet
Neural Network-based model implemented for the paper A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching
publications
Distance Estimation of Fixed Objects in Driving Environments
Published in 9th Scholar's Yearly Symposium of Technology, Engineering and Mathematics, SYSTEM 2023, 2023
This paper is about estimating the distance of fixed traffic signs from a camera mounted on a moving vehicle.
Text citation:
Giorgio Leporoni, Valerio Ponzi, Francesco Pro, & Christian Napoli (2023). Distance Estimation of Fixed Objects in Driving Environments. In Proceedings of the 9th Scholar's Yearly Symposium of Technology, Engineering and Mathematics, Rome, Italy, December 3-6, 2023 (pp. 17–24). CEUR-WS.org
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A semantic segmentation-guided approach for ground-to-aerial image matching
Published in IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024
Paper about Ground-to-Aerial Image Matching.
Text citation:
F. Pro, N. Dionelis, L. Maiano, B. L. Saux and I. Amerini, "A Semantic Segmentation-Guided Approach for Ground-to-Aerial Image Matching," IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 2024, pp. 2630-2635
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Learning from Unlabelled data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images
Published in IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024
This paper is about generating the semantic segmentation of unlabeled satellite images.
Text citation:
N. Dionelis, F. Pro, L. Maiano, I. Amerini and B. L. Saux, "Learning from Unlabelled data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images," IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 2024, pp. 8167-8172, doi: 10.1109/IGARSS53475.2024.10641541.
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talks
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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