| 2024 | IGARSS | Crop Field Boundary Detection Using 3d Convolutions in Multi-Spectral Multi-Temporal Hr Satellite Images. | Khatereh Meshkini, Daniel Doktor, Francesca Bovolo |
| 2024 | IGARSS | Sea Ice Semantic Segmentation with Sentinel-2 Data Based on Adaptive Sample Training on U-Net Network. | Zhiyong Yin, Yuqi Tang, Miao Yu, Francesca Bovolo |
| 2024 | IGARSS | One-Class Classification Of Vegetation Related Changes Via Mutual Ordering Of Normalized Differences. | Massimo Zanetti, Francesca Bovolo |
| 2024 | IGARSS | Dual-Task Framework For Change Detection In Remote Sensing Image Time Series. | Milena Atanasova, Luca Bergamasco, Francesca Bovolo |
| 2024 | IGARSS | Hierarchical Learning for the Unsupervised Segmentation of Radar Sounder Data Acquired on the Cryosphere. | Elena Donini, Francesca Bovolo |
| 2024 | IGARSS | A CNN Architecture Tailored For Quantum Feature Map-Based Radar Sounder Signal Segmentation. | Raktim Ghosh, Amer Delilbasic, Gabriele Cavallaro, Francesca Bovolo |
| 2024 | IGARSS | Time Series Directional Change Vector Analysis. | Indira Aprilia Listiani, Massimo Zanetti, Francesca Bovolo |
| 2023 | IGARSS | A Multi-Feature Hyper-Temporal Change Vector Analysis Method for Change Detection in Multi-Annual Time Series of HR Satellite Images. | Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone |
| 2023 | IGARSS | Joint Learning Framework for Roads Semantic Segmentation from VHR and VGI Data. | Munazza Usmani, Francesca Bovolo, Maurizio Napolitano |
| 2023 | IGARSS | Unsupervised Building Change Detection in Multi-Modal Sar Images Using Cyclegan. | Luca Bergamasco, Francesca Bovolo |
| 2023 | IGARSS | Deep Learning for Unsupervised Denoising of Radar Sounder Data. | Elena Donini, Alessandro Zuech, Lorenzo Bruzzone, Francesca Bovolo |
| 2023 | IGARSS | Dem Generator from Single Swath Radargrams. | Miguel Hoyo Garca, Dustin M. Schroeder, Francesca Bovolo |
| 2023 | IGARSS | An Enhanced Unsupervised Feature Learning Framework For Radar Sounder Signal Segmentation. | Raktim Ghosh, Francesca Bovolo |
| 2022 | IGARSS | Unsupervised Multiclass Change Detection for Multimodal Remote Sensing Data. | Sanid Chirakkal, Francesca Bovolo, Arundhati Misra, Lorenzo Bruzzone, Avik Bhattacharya |
| 2022 | IGARSS | An Unsupervised Deep Learning Method for the Super-Resolution of Radar Sounder Data. | Elena Donini, Amar Kasibovic, Miguel Hoyo Garca, Lorenzo Bruzzone, Francesca Bovolo |
| 2022 | IGARSS | A Hybrid CNN-Transformer Architecture for Semantic Segmentation of Radar Sounder data. | Raktim Ghosh, Francesca Bovolo |
| 2021 | IGARSS | An Unsupervised Change Detection Approach for Dense Satellite Image Time Series Using 3D CNN. | Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone |
| 2021 | IGARSS | An Unsupervised Change Detection Technique Based on a Super-Resolution Convolutional Autoencoder. | Luca Bergamasco, Luca Martinatti, Francesca Bovolo, Lorenzo Bruzzone |
| 2021 | IGARSS | STRATUS: A new mission concept for monitoring the subsurface of polar and arid regions. | Lorenzo Bruzzone, Francesca Bovolo, Leonardo Carrer, Elena Donini, Sanchari Thakur |
| 2021 | IGARSS | An Unsupervised Deep Learning Method for Subsurface Target Detection in Radar Sounder Data. | Elena Donini, Francesca Bovolo, Lorenzo Bruzzone |
| 2021 | IGARSS | Automatic Segmentation of Ice Shelves with Deep Learning. | Miguel Hoyo Garca, Elena Donini, Francesca Bovolo |
| 2020 | ICPR | Self-supervised Pre-training Enhances Change Detection in Sentinel-2 Imagery. | Marrit Leenstra, Diego Marcos, Francesca Bovolo, Devis Tuia |
| 2020 | IGARSS | A Novel Approach to Unsupervised Segmentation of Multitemporal VHR Images based on Deep Learning. | Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone |
| 2020 | IGARSS | Envision Mission to Venus: Subsurface Radar Sounding. | Lorenzo Bruzzone, Francesca Bovolo, Sanchari Thakur, Leonardo Carrer, Elena Donini, Christopher Gerekos, Stefano Paterna, Massimo Santoni, Elisa Sbalchiero |
| 2020 | IGARSS | Large-Scale Precise Mapping of Agricultural Fields in Sentinel-2 Satellite Image Time Series. | Yady Tatiana Solano Correa, Daniel Carcereri, Francesca Bovolo, Lorenzo Bruzzone |
| 2019 | ICIAP | Single Image Super-Resolution for Optical Satellite Scenes Using Deep Deconvolutional Network. | Sumedh Pendurkar, Biplab Banerjee, Sudipan Saha, Francesca Bovolo |
| 2019 | IGARSS | Unsupervised Multiple-Change Detection in VHR Multisensor Images Via Deep-Learning Based Adaptation. | Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone |
| 2019 | IGARSS | A Semi-Supervised Crop-Type Classification Based on Sentinel-2 NDVI Satellite Image Time Series And Phenological Parameters. | Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone |
| 2019 | IGARSS | Assessing the Detection Performance on Icy Targets Acquired by an Orbiting Radar Sounder. | Elena Donini, Sanchari Thakur, Francesca Bovolo, Lorenzo Bruzzone |
| 2019 | IGARSS | An Effective Approach to 3D Stem Modeling and Branch-Knot Localization in Multiscan TLS Data. | Aravind Harikumar, Francesca Bovolo, Liang Xinlian |
| 2019 | IGARSS | A Novel Approach to Snow Coverage Retrieval Under Cloud-Obscured Pixels Based on Multitemporal Correlation. | Milad Niroumand Jadidi, Massimo Santoni, Lorenzo Bruzzone, Francesca Bovolo |
| 2018 | IGARSS | Unsupervised Multiple-Change Detection in VHR Optical Images Using Deep Features. | Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone |
| 2018 | IGARSS | A Circular Approach to Multi-Class Change Detection in Multitemporal Sentinel-1 SAR Image Time Series. | Manuel Bertoluzza, Lorenzo Bruzzone, Francesca Bovolo |
| 2018 | IGARSS | Automatic Derivation of Cropland Phenological Parameters by Adaptive Non-Parametric Regression of Sentinel-2 Ndvi Time Series. | Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone, Diego Fernndez-Prieto |
| 2018 | IGARSS | An Approach to Lava Tube Detection in Radar Sounder Data of the Moon. | Elena Donini, Francesca Bovolo, Christopher Gerekos, Leonardo Carrer, Lorenzo Bruzzone |
| 2018 | IGARSS | An Approach to Tree Species Classification Using Voxel Neighborhood Density-Based Subsampling of Multiscan Terrestrial Lidar Data. | Aravind Harikumar, Xinlian Liang, Francesca Bovolo |
| 2017 | IGARSS | Unsupervised change detection in built-up areas by multi-temporal polarimetric SAR images. | Davide Pirrone, Shaunak De, Avik Bhattacharya, Lorenzo Bruzzone, Francesca Bovolo |
| 2017 | IGARSS | A novel framework for bi-temporal change detection in image time series. | Manuel Bertoluzza, Lorenzo Bruzzone, Francesca Bovolo |
| 2017 | IGARSS | A novel change detection framework based on deep learning for the analysis of multi-temporal polarimetric SAR images. | Shaunak De, Davide Pirrone, Francesca Bovolo, Lorenzo Bruzzone, Avik Bhattacharya |
| 2017 | IGARSS | Subdominant tree detection in multi-layered forests by a local projection of airborne lidar data. | Aravind Harikumar, Francesca Bovolo, Lorenzo Bruzzone |
| 2017 | IGARSS | A spectral-spatial multiscale approach for unsupervised multiple change detection. | Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo |
| 2017 | IGARSS | A novel change detection method for multitemporal hyperspectral images based on a discrete representation of the change information. | Daniele Marinelli, Francesca Bovolo, Lorenzo Bruzzone |
| 2016 | IGARSS | An approach to multiple Change Detection in multisensor VHR optical images based on iterative clustering. | Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone |
| 2016 | IGARSS | An approach to conifer species classification based on crown structure modeling in high density airborne LiDAR data. | Aravind Harikumar, Francesca Bovolo, Lorenzo Bruzzone |
| 2015 | IGARSS | A cluster-based appraoch to content based time series retrieval (CBTSR). | Francesca Bovolo, Begm Demir, Lorenzo Bruzzone |
| 2015 | IGARSS | Jupiter ICY moon explorer (JUICE): Advances in the design of the radar for Icy Moons (RIME). | Lorenzo Bruzzone, Jeffrey J. Plaut, Giovanni Alberti, Donald D. Blankenship, Francesca Bovolo, Bruce A. Campbell, Davide Castelletti, Yonggyu Gim, Ana-Maria Ilisei, Wlodek Kofman, Goro Komatsu, William McKinnon, Giuseppe Mitri, Alina Moussessian, Claudia Notarnicola, Roberto Orosei, G. Wesley Patterson, Elena Pettinelli, Dirk Plettemeier |
| 2015 | IGARSS | VHR time-series generation by prediction and fusion of multi-sensor images. | Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone |
| 2015 | IGARSS | Precise co-registration of very high resolution optical images by registration-noise estimation. | Youkyung Han, Francesca Bovolo, Lorenzo Bruzzone |
| 2015 | IGARSS | Multitemporal spectral unmixing for change detection in hyperspectral images. | Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du |
| 2014 | IGARSS | A novel neural approach for unsupervised change detection using SOM clustering for pseudo-training set selection followed by CSOM classifier. | Victor-Emil Neagoe, Alexandru-Ioan Ciurea, Lorenzo Bruzzone, Francesca Bovolo |
| 2014 | IGARSS | Detection of specific changes in image time series by an adaptive change vector analysis. | Daniel C. Zanotta, Lorenzo Bruzzone, Francesca Bovolo |
| 2014 | IGARSS | A novel circular approach to change detection in pair of images extracted from image time series. | Lorenzo Bruzzone, Francesca Bovolo |
| 2014 | IGARSS | A novel sequential spectral change vector analysis for representing and detecting multiple changes in hyperspectral images. | Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du |
| 2014 | IGARSS | Rapid and accurate damage detection in built-up areas combining stripmap and spotlight SAR images. | Carlo Marin, Francesca Bovolo, Lorenzo Bruzzone |
| 2013 | IGARSS | A 4-dimensional approach to image time series visualization and analysis. | Francesca Bovolo, Lorenzo Bruzzone |
| 2013 | IGARSS | RIME: Radar for Icy Moon Exploration. | Lorenzo Bruzzone, Jeffrey J. Plaut, Giovanni Alberti, Donald D. Blankenship, Francesca Bovolo, Bruce A. Campbell, Adamo Ferro, Yonggyu Gim, Wlodek Kofman, Goro Komatsu, William McKinnon, Giuseppe Mitri, Roberto Orosei, G. Wesley Patterson, Dirk Plettemeier, Roberto Seu |
| 2013 | IGARSS | Sequential cascade classification of image time series by exploiting multiple pairwise change detection. | Begm Demir, Francesca Bovolo, Lorenzo Bruzzone |
| 2013 | IGARSS | A novel hierarchical method for change detection in multitemporal hyperspectral images. | Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du |
| 2013 | IGARSS | A novel multitemporal detector for primitive extraction from VHR SAR images. | Carlo Marin, Francesca Bovolo, Lorenzo Bruzzone |
| 2013 | IGARSS | Detection of changed buildings in multitemporal Very High Resolution SAR images. | Carlo Marin, Francesca Bovolo, Lorenzo Bruzzone |
| 2012 | IGARSS | Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures. | Sebastiano B. Serpico, Lorenzo Bruzzone, Giovanni Corsini, William J. Emery, Paolo Gamba, Andrea Garzelli, Grgoire Mercier, Josiane Zerubia, Nicola Acito, Bruno Aiazzi, Francesca Bovolo, Fabio Dell'Acqua, Michaela De Martino, Marco Diani, Vladimir A. Krylov, Gianni Lisini, Carlo Marin, Gabriele Moser, Aurlie Voisin, Claudia Zoppetti |
| 2012 | IGARSS | A novel hierarchical approach to change detection with very high resolution SAR images for surveillance applications. | Francesca Bovolo, Carlo Marin, Lorenzo Bruzzone |
| 2012 | IGARSS | A novel system for classification of image time series with limited ground reference data. | Begm Demir, Francesca Bovolo, Lorenzo Bruzzone |
| 2012 | IGARSS | Target-driven change detection based on data transformation and similarity measures. | Peijun Du, Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo |
| 2012 | IGARSS | Discovering single classes in remote sensing images with active learning. | Mirco Furlani, Devis Tuia, Jordi Muoz-Mar, Francesca Bovolo, Gustavo Camps-Valls, Lorenzo Bruzzone |
| 2011 | IGARSS | An adaptive thresholding approach to multiple-change detection in multispectral images. | Francesca Bovolo, Lorenzo Bruzzone |
| 2011 | IGARSS | A semantic-based multilevel approach to change detection in very high geometrical resolution multitemporal images. | Lorenzo Bruzzone, Francesca Bovolo |
| 2011 | IGARSS | Detection of land-cover transitions in multitemporal images with active-learning based compound classification. | Begm Demir, Francesca Bovolo, Lorenzo Bruzzone |
| 2010 | IGARSS | A nearly lossless 2d representation and characterization of change information in multispectral images. | Francesca Bovolo, Silvia Marchesi, Lorenzo Bruzzone |
| 2010 | IGARSS | A conceptual framework for change detection in very high resolution remote sensing images. | Lorenzo Bruzzone, Francesca Bovolo |
| 2009 | IGARSS | An Adaptive Multiscale Random Field Technique for Unsupervised Change Detection in VHR Multitemporal Images. | Francesca Bovolo, Lorenzo Bruzzone |
| 2008 | IGARSS | An Adaptive Technique based on Similarity Measures for Change Detection in Very High Resolution SAR Images. | Francesca Bovolo, Lorenzo Bruzzone |
| 2008 | IGARSS | A Context-Sensitive Technique Robust to Registration Noise for Change Detection in Very High Resolution Multispectral Images. | Francesca Bovolo, Lorenzo Bruzzone, Silvia Marchesi |
| 2007 | IGARSS | An unsupervised change detection technique based on Bayesian initialization and semisupervised SVM. | Francesca Bovolo, Lorenzo Bruzzone, Mattia Marconcini |
| 2006 | IGARSS | A Novel Theoretical Framework for Unsupervised Change Detection Based on CVA in Polar Domain. | Francesca Bovolo, Lorenzo Bruzzone |
| 2006 | IGARSS | A Novel Context-Sensitive SVM for Classification of Remote Sensing Images. | Francesca Bovolo, Lorenzo Bruzzone, Mattia Marconcini |
| 2005 | ICIP | An adaptive multiscale approach to unsupervised change detection in multitemporal SAR images. | Francesca Bovolo, Lorenzo Bruzzone |
| 2005 | IGARSS | A multilevel parcel-based approach to change detection in very high resolution multitemporal images. | Francesca Bovolo, Lorenzo Bruzzone |