Usmani, Munazza

Usmani, Munazza  

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Change detection analysis using remote sensing and openstreetmap by means of deep learning: A case study of Beirut 1-gen-2022 Usmani, M.; Napolitano, M.; Bovolo, F.
Joint Learning Framework for Roads Semantic Segmentation from VHR and VGI Data 1-gen-2023 Usmani, Munazza; Bovolo, Francesca; Napolitano, Maurizio
Power of GIS Mapping: ATLAS Flood Maps 2022 1-gen-2023 Usmani, Munazza; Muhammad Tayyab Bhatti, Hafiz; Bovolo, Francesca; Napolitano, Maurizio
Remote Sensing and Deep Learning to Understand Noisy OpenStreetMap 1-gen-2023 Usmani, Munazza; Bovolo, Francesca; Napolitano, Maurizio
Remote sensing and deep learning to understand OSM labelling 1-gen-2022 Usmani, M.; Bovolo, F.; Napolitano, M.
Towards global scale segmentation with OpenStreetMap and remote sensing 1-gen-2023 Usmani, Munazza; Napolitano, Maurizio; Bovolo, Francesca