Andrea Nascetti

48 papers A* 1C 16Journal 28Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Data-Centric Benchmark for Label Noise Estimation and Ranking in Remote Sensing Image Segmentation. CoRR Keiller Nogueira, Codrut-Andrei Diaconu, Dávid Kerekes, Jakob Gawlikowski, Cédric Léonard, Nassim Ait Ali Braham, June Moh Goo, Zichao Zeng, Zhipeng Liu, Pallavi Jain, Andrea Nascetti, Ronny Hänsch
2026	J	`jnl`	NeighborMAE: Exploiting Spatial Dependencies between Neighboring Earth Observation Images in Masked Autoencoders Pretraining. CoRR Liang Zeng, Valerio Marsocci, Wufan Zhao, Andrea Nascetti, Maarten Vergauwen
2025	J	`jnl`	Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models? CoRR Yuru Jia, Valerio Marsocci, Ziyang Gong, Xue Yang, Maarten Vergauwen, Andrea Nascetti
2025	—	`ed.`	Proceedings of The TerraBytes {ICML} Workshop: Towards global datasets and models for Earth Observation, 19 July 2025, Vancouver, BC, Canada TerraBytes Nicolas Audebert, Hossein Azizpour, Valentin Barrière, Javiera Castillo Navarro, Mikolaj Czerkawski, Heng Fang, Alistair Francis, Valerio Marsocci, Andrea Nascetti, Ritu Yadav
2025	J	`jnl`	TACK Tunnel Data (TTD): A Benchmark Dataset for Deep Learning-Based Defect Detection in Tunnels. CoRR Andreas Sjölander, Valeria Belloni, Robel Fekadu, Andrea Nascetti
2025	—	`conf`	Very High- to High- Resolution Imagery Transferability for Building Damage Detection Using Generative AI. JURSE Ali Shibli, Andrea Nascetti, Yifang Ban
2024	J	`jnl`	Assessing Sentinel-2, Sentinel-1, and ALOS-2 PALSAR-2 Data for Large-Scale Wildfire-Burned Area Mapping: Insights from the 2017-2019 Canada Wildfires. Remote. Sens. Puzhao Zhang, Xikun Hu, Yifang Ban, Andrea Nascetti, Maoguo Gong
2024	C	`conf`	Multi-Temporal Sentinel-1 SAR Images For Dark Vessel Detection And Classification Using a Circlenet Model. IGARSS Dávid Kerekes, Andrea Nascetti
2024	J	`jnl`	PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models. CoRR Valerio Marsocci, Yuru Jia, Georges Le Bellier, Dávid Kerekes, Liang Zeng, Sebastian Hafner, Sebastian Gerard, Eric Brune, Ritu Yadav, Ali Shibli, Heng Fang, Yifang Ban, Maarten Vergauwen, Nicolas Audebert, Andrea Nascetti
2024	C	`conf`	Post Flooding Scenario Analysis: Case Study of Cyclone IDAI in Mozambique. IGARSS Manuel Nhangumbe, Andrea Nascetti, Yifang Ban, Stefanos Georganos
2024	J	`jnl`	Unsupervised flood detection on SAR time series using variational autoencoder. Int. J. Appl. Earth Obs. Geoinformation Ritu Yadav, Andrea Nascetti, Hossein Azizpour, Yifang Ban
2023	C	`conf`	A CNN Regression Model to Estimate Buildings Height Maps Using Sentinel-1 SAR and Sentinel-2 MSI Time Series. IGARSS Andrea Nascetti, Ritu Yadav, Yifang Ban
2023	J	`jnl`	A CNN regression model to estimate buildings height maps using Sentinel-1 SAR and Sentinel-2 MSI time series. CoRR Ritu Yadav, Andrea Nascetti, Yifang Ban
2023	A*	`conf`	BioMassters: A Benchmark Dataset for Forest Biomass Estimation using Multi-modal Satellite Time-series. NeurIPS Andrea Nascetti, Ritu Yadav, Kirill Brodt, Qixun Qu, Hongwei Fan, Yuri Shendryk, Isha Shah, Christine Chung
2023	J	`jnl`	Context-Aware Change Detection With Semi-Supervised Learning. CoRR Ritu Yadav, Andrea Nascetti, Yifang Ban
2023	C	`conf`	Context-Aware Change Detection with Semi-Supervised Learning. IGARSS Ritu Yadav, Andrea Nascetti, Yifang Ban
2023	—	`conf`	Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping. JURSE Sebastian Hafner, Yifang Ban, Andrea Nascetti
2023	J	`jnl`	Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping. CoRR Sebastian Hafner, Yifang Ban, Andrea Nascetti
2023	J	`jnl`	Land Use and Land Cover Mapping with VHR and Multi-Temporal Sentinel-2 Imagery. Remote. Sens. Suzanna Cuypers, Andrea Nascetti, Maarten Vergauwen
2023	J	`jnl`	Multi-Temporal Sentinel-1 SAR and Sentinel-2 MSI Data for Flood Mapping and Damage Assessment in Mozambique. ISPRS Int. J. Geo Inf. Manuel Nhangumbe, Andrea Nascetti, Yifang Ban
2023	J	`jnl`	Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data. Remote. Sens. Sebastian Hafner, Yifang Ban, Andrea Nascetti
2022	C	`conf`	An Open Source Ransac-Based Plug-In for Unsupervised Building Roof Extraction from LiDAR Point Clouds. IGARSS Roberta Ravanelli, Andrea Nascetti
2022	C	`conf`	Attentive Dual Stream Siamese U-Net for Flood Detection on Multi-Temporal Sentinel-1 Data. IGARSS Ritu Yadav, Andrea Nascetti, Yifang Ban
2022	J	`jnl`	Attentive Dual Stream Siamese U-net for Flood Detection on Multi-temporal Sentinel-1 Data. CoRR Ritu Yadav, Andrea Nascetti, Yifang Ban
2022	J	`jnl`	Building Change Detection using Multi-Temporal Airborne LiDAR Data. CoRR Ritu Yadav, Andrea Nascetti, Yifang Ban
2022	J	`jnl`	Sentinel-1 and Sentinel-2 Data Fusion for Urban Change Detection Using a Dual Stream U-Net. IEEE Geosci. Remote. Sens. Lett. Sebastian Hafner, Andrea Nascetti, Hossein Azizpour, Yifang Ban
2022	J	`jnl`	Unsupervised Flood Detection on SAR Time Series. CoRR Ritu Yadav, Andrea Nascetti, Hossein Azizpour, Yifang Ban
2022	C	`conf`	Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning. IGARSS Sebastian Hafner, Yifang Ban, Andrea Nascetti
2022	J	`jnl`	Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning. CoRR Sebastian Hafner, Yifang Ban, Andrea Nascetti
2021	C	`conf`	Early Detection of Wildfires with GOES-R Time-Series and Deep GRU Network. IGARSS Yu Zhao, Yifang Ban, Andrea Nascetti
2021	C	`conf`	Exploring the Fusion of Sentinel-1 SAR and Sentinel-2 MSI Data for Built-Up Area Mapping Using Deep Learning. IGARSS Sebastian Hafner, Yifang Ban, Andrea Nascetti
2021	J	`jnl`	Sentinel-2 MSI data for active fire detection in major fire-prone biomes: A multi-criteria approach. Int. J. Appl. Earth Obs. Geoinformation Xikun Hu, Yifang Ban, Andrea Nascetti
2021	J	`jnl`	Uni-Temporal Multispectral Imagery for Burned Area Mapping with Deep Learning. Remote. Sens. Xikun Hu, Yifang Ban, Andrea Nascetti
2020	C	`conf`	COSMO-SkyMed Range Measurements for Displacement Monitoring Using Amplitude Persistent Scatterers. IGARSS Valeria Belloni, Marco di Tullio, Roberta Ravanelli, Francesca Fratarcangeli, Andrea Nascetti, Mattia Crespi
2020	J	`jnl`	Continuous Monitoring of Urban Land Cover Change Trajectories with Landsat Time Series and LandTrendr-Google Earth Engine Cloud Computing. Remote. Sens. Theodomir Mugiraneza, Andrea Nascetti, Yifang Ban
2020	J	`jnl`	Dimensionality Reduction and Feature Selection for Object-Based Land Cover Classification based on Sentinel-1 and Sentinel-2 Time Series Using Google Earth Engine. Remote. Sens. Oliver Stromann, Andrea Nascetti, Osama Yousif, Yifang Ban
2020	C	`conf`	Large Scale Assessment of Free Global DEMs Through the Google Earth Engine Platform. IGARSS Roberta Ravanelli, Andrea Nascetti, Mattia Crespi
2019	J	`jnl`	Monitoring of Urbanization and Analysis of Environmental Impact in Stockholm with Sentinel-2A and SPOT-5 Multispectral Data. Remote. Sens. Dorothy Furberg, Yifang Ban, Andrea Nascetti
2019	J	`jnl`	WorldView-2 Data for Hierarchical Object-Based Urban Land Cover Classification in Kigali: Integrating Rule-Based Approach with Urban Density and Greenness Indices. Remote. Sens. Theodomir Mugiraneza, Andrea Nascetti, Yifang Ban
2019	J	`jnl`	py2DIC: A New Free and Open Source Software for Displacement and Strain Measurements in the Field of Experimental Mechanics. Sensors Valeria Belloni, Roberta Ravanelli, Andrea Nascetti, Martina Di Rita, Domitilla Mattei, Mattia Crespi
2018	J	`jnl`	Monitoring the Impact of Land Cover Change on Surface Urban Heat Island through Google Earth Engine: Proposal of a Global Methodology, First Applications and Problems. Remote. Sens. Roberta Ravanelli, Andrea Nascetti, Raffaella Valeria Cirigliano, Clarissa Di Rico, Giovanni Leuzzi, Paolo Monti, Mattia Crespi
2018	C	`conf`	Sentinel-L Global Coverage Foreshortening Mask Extraction: an Open Source Implementation Based on Google Earth Engine. IGARSS Mohammad Kakooei, Andrea Nascetti, Yifang Ban
2016	J	`jnl`	Exploiting Performance of Different Low-Cost Sensors for Small Amplitude Oscillatory Motion Monitoring: Preliminary Comparisons in View of Possible Integration. J. Sensors Elisa Benedetti, Roberta Ravanelli, Monica Moroni, Andrea Nascetti, Mattia Crespi
2015	C	`conf`	Monitoring ground displacements at centimeter level exploiting TerraSAR-X range measurements. IGARSS Andrea Nascetti, Paola Capaldo, Francesca Fratarcangeli, Augusto Mazzoni, Mattia Crespi
2015	C	`conf`	Unsupervised flood extent detection from SAR imagery applying shadow filtering from SAR simulated image. IGARSS Magdalena Vassileva, Andrea Nascetti, Fabio Giulio Tonolo, Piero Boccardo
2012	C	`conf`	DSM generation from optical and SAR high resolution satellite imagery: Methodology, problems and potentialities. IGARSS Paola Capaldo, Mattia Crespi, Francesca Fratarcangeli, Andrea Nascetti, Francesco Pieralic, Giorgio Agugiaro, Daniela Poli, Fabio Remondino
2011	J	`jnl`	High-Resolution SAR Radargrammetry: A First Application With COSMO-SkyMed SpotLight Imagery. IEEE Geosci. Remote. Sens. Lett. Paola Capaldo, Mattia Crespi, Francesca Fratarcangeli, Andrea Nascetti, Francesca Pieralice
2010	C	`conf`	DSM generation from very high optical and radar sensors: Problems and potentialities along the road from the 3D geometric modeling to the Surface Model. IGARSS Mattia Crespi, Paola Capaldo, Francesca Fratarcangeli, Andrea Nascetti, Francesca Pieralice