| 2024 | IGARSS | User and Data-Centric Artificial Intelligence for Mapping Urban Deprivation in Multiple Cities Across the Globe. | Bedru Tareke, Paulo Silva Filho, Claudio Persello, Monika Kuffer, Raian Vargas Maretto, Jon Wang, ngela Abascal, Priam V. Pillai, Binti Singh, Juan Manuel D'Attoli, Caroline Kabaria, Julio Cesar Pedrassoli, Patricia Lustosa Brito, Peter Elias, Elio Atengenes, Andrea Ramrez Santiago |
| 2024 | IGARSS | Glacier Mapping from Sentinel-1 SAR Time Series with Deep Learning in Svalbard. | Konstantin A. Maslov, Thomas Schellenberger, Claudio Persello, Alfred Stein |
| 2023 | IGARSS | Extracting Polygons of Visible Cadastral Boundaries Using Deep Learning. | Bedru Tareke, Mila Koeva, Claudio Persello |
| 2023 | IGARSS | Vectorizing Planar Roof Structure From Very High Resolution Remote Sensing Images Using Transformers. | Wufan Zhao, Claudio Persello, Xianwei Lv, Alfred Stein |
| 2023 | IGARSS | Investigating Sar-Optical Deep Learning Data Fusion to Map the Brazilian Cerrado Vegetation with Sentinel Data. | Paulo Silva Filho, Claudio Persello, Raian Vargas Maretto, Renato Machado |
| 2023 | IGARSS | GLAVITU: A Hybrid CNN-Transformer for Multi-Regional Glacier Mapping from Multi-Source Data. | Konstantin A. Maslov, Claudio Persello, Thomas Schellenberger, Alfred Stein |
| 2021 | IGARSS | End-to-End Roofline Extraction from Very-High-Resolution Remote Sensing Images. | Wufan Zhao, Claudio Persello, Alfred Stein |
| 2021 | IGARSS | EO-Based Low-Cost Frameworks to Address Global Urban Data GAPS on Deprivation and Multiple Hazards. | Monika Kuffer, Dana R. Thomson, Andrew Maki, Sabine Vanhuysse, Stefanos Georganos, Richard Sliuzas, Claudio Persello |
| 2020 | IGARSS | Towards Uncovering Socio-Economic Inequalities Using VHR Satellite Images and Deep Learning. | Claudio Persello, Monika Kuffer |
| 2020 | IGARSS | Building Instance Segmentation and Boundary Regularization from High-Resolution Remote Sensing Images. | Wufan Zhao, Claudio Persello, Alfred Stein |
| 2019 | IGARSS | Towards Automated Delineation of Smallholder Farm Fields From VHR Images Using Convolutional Networks. | Claudio Persello, Valentyn A. Tolpekin, John Ray Bergado, Rolf A. de By |
| 2019 | IGARSS | Deep Convolutional Networks for Cloud Detection Using Resourcesat-2 Data. | Debvrat Varshney, Prasun Kumar Gupta, Claudio Persello, Bhaskar Ramachandra Nikam |
| 2019 | IGARSS | Extracting Cadastral Boundaries from UAV Images Using Fully Convolutional Networks. | Xue Xia, Mila Koeva, Claudio Persello |
| 2018 | IGARSS | Fully Convolutional Networks for Multi-Temporal SAR Image Classification. | Adugna G. Mullissa, Claudio Persello, Valentyn A. Tolpekin |
| 2018 | IGARSS | Fusenet: End- to-End Multispectral Vhr Image Fusion and Classification. | John Ray Bergado, Claudio Persello, Alfred Stein |
| 2017 | IGARSS | Detection of informal settlements from VHR satellite images using convolutional neural networks. | Nicholus Mboga, Claudio Persello, John Ray Bergado, Alfred Stein |
| 2017 | IGARSS | Classification of multitemporal SAR images using convolutional neural networks and Markov random fields. | Carolyne Danilla, Claudio Persello, Valentyn A. Tolpekin, John Ray Bergado |
| 2016 | IGARSS | Two-level active learning method for debris detection using VHR satellite imagery and local aerial surveys. | Zhihua Xu, Claudio Persello, Mengmeng Li, Lixin Wu, Pengtianhao Wu |
| 2016 | IGARSS | A deep learning approach to the classification of sub-decimetre resolution aerial images. | John Ray Bergado, Claudio Persello, Caroline Gevaert |
| 2016 | IGARSS | Integration of 2D and 3D features from UAV imagery for informal settlement classification using Multiple Kernel Learning. | Caroline Gevaert, Claudio Persello, Richard Sliuzas, George Vosselman |
| 2014 | IGARSS | Relevant and invariant feature selection of hyperspectral images for domain generalization. | Claudio Persello, Lorenzo Bruzzone |
| 2013 | IGARSS | Optimizing the ground sample collection with cost-sensitive active learning for tree species classification using hyperspectral images. | Claudio Persello, Michele Dalponte, Terje Gobakken, Erik Nsset |
| 2012 | IGARSS | Interactive domain adaptation technique for the classification of remote sensing images. | Claudio Persello, Francesco Dinuzzo |
| 2011 | IGARSS | A novel active learning strategy for domain adaptation in the classification of remote sensing images. | Claudio Persello, Lorenzo Bruzzone |
| 2010 | IGARSS | Recent trends in classification of remote sensing data: active and semisupervised machine learning paradigms. | Lorenzo Bruzzone, Claudio Persello |
| 2009 | IGARSS | A Novel Approach to the Selection of Spatially Invariant Features for Classification of Hyperspectral Images. | Claudio Persello, Lorenzo Bruzzone |
| 2009 | IGARSS | Active Learning for Classification of Remote Sensing Images. | Lorenzo Bruzzone, Claudio Persello |
| 2008 | IGARSS | A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Multispectral and SAR Images. | Lorenzo Bruzzone, Claudio Persello |
| 2008 | IGARSS | A Novel Approach to the Selection of Robust and Invariant Features for Classification of Hyperspectral Images. | Lorenzo Bruzzone, Claudio Persello |
| 2007 | IGARSS | Fusion of spectral and spatial information by a novel SVM classification technique. | Lorenzo Bruzzone, Mattia Marconcini, Claudio Persello |