An adaptive multiscale approach to unsupervised change detection in multitemporal SAR images. - Francesca Bovolo; Lorenzo Bruzzone (ICIP (1), 2005)

A multilevel parcel-based approach to change detection in very high resolution multitemporal images. - Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2005)

A Context-Sensitive Technique Based on Support Vector Machines for Image Classification. - Francesca Bovolo; Lorenzo Bruzzone (PReMI, 2005)

A detail-preserving scale-driven approach to change detection in multitemporal SAR images. - Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2005)

A Novel Theoretical Framework for Unsupervised Change Detection Based on CVA in Polar Domain. - Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2006)

A Novel Context-Sensitive SVM for Classification of Remote Sensing Images. - Francesca Bovolo; Lorenzo Bruzzone; Mattia Marconcini (IGARSS, 2006)

An unsupervised change detection technique based on Bayesian initialization and semisupervised SVM. - Francesca Bovolo; Lorenzo Bruzzone; Mattia Marconcini (IGARSS, 2007)

A Multiscale Change Detection Technique Robust to Registration Noise. - Lorenzo Bruzzone; Francesca Bovolo; Silvia Marchesi (PReMI, 2007)

A Theoretical Framework for Unsupervised Change Detection Based on Change Vector Analysis in the Polar Domain. - Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2007)

A Split-Based Approach to Unsupervised Change Detection in Large-Size Multitemporal Images: Application to Tsunami-Damage Assessment. - Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2007)

A Context-Sensitive Technique for Unsupervised Change Detection Based on Hopfield-Type Neural Networks. - Susmita Ghosh; Lorenzo Bruzzone; Swarnajyoti Patra; Francesca Bovolo; Ashish Ghosh (IEEE Trans. Geosci. Remote. Sens., 2007)

An Adaptive Technique based on Similarity Measures for Change Detection in Very High Resolution SAR Images. - Francesca Bovolo; Lorenzo Bruzzone (IGARSS (3), 2008)

A Context-Sensitive Technique Robust to Registration Noise for Change Detection in Very High Resolution Multispectral Images. - Francesca Bovolo; Lorenzo Bruzzone; Silvia Marchesi (IGARSS (3), 2008)

An Unsupervised Technique Based on Morphological Filters for Change Detection in Very High Resolution Images. - Mauro Dalla Mura; Jón Atli Benediktsson; Francesca Bovolo; Lorenzo Bruzzone (IEEE Geosci. Remote. Sens. Lett., 2008)

A Context-Sensitive Clustering Technique Based on Graph-Cut Initialization and Expectation-Maximization Algorithm. - Mayank Tyagi; Francesca Bovolo; Ankit K. Mehra; Subhasis Chaudhuri; Lorenzo Bruzzone (IEEE Geosci. Remote. Sens. Lett., 2008)

An Automatic System for the Analysis and Classification of Human Atrial Fibrillation Patterns from Intracardiac Electrograms. - Giandomenico Nollo; Mattia Marconcini; Luca Faes; Francesca Bovolo; Flavia Ravelli; Lorenzo Bruzzone (IEEE Trans. Biomed. Eng., 2008)

A Novel Approach to Unsupervised Change Detection Based on a Semisupervised SVM and a Similarity Measure. - Francesca Bovolo; Lorenzo Bruzzone; Mattia Marconcini (IEEE Trans. Geosci. Remote. Sens., 2008)

Multidimensional Probability Density Function Matching for Preprocessing of Multitemporal Remote Sensing Images. - Shilpa Inamdar; Francesca Bovolo; Lorenzo Bruzzone; Subhasis Chaudhuri (IEEE Trans. Geosci. Remote. Sens., 2008)

An Adaptive Multiscale Random Field Technique for Unsupervised Change Detection in VHR Multitemporal Images. - Francesca Bovolo; Lorenzo Bruzzone (IGARSS (4), 2009)

A Multilevel Parcel-Based Approach to Change Detection in Very High Resolution Multitemporal Images. - Francesca Bovolo (IEEE Geosci. Remote. Sens. Lett., 2009)

Analysis and Adaptive Estimation of the Registration Noise Distribution in Multitemporal VHR Images. - Francesca Bovolo; Lorenzo Bruzzone; Silvia Marchesi (IEEE Trans. Geosci. Remote. Sens., 2009)

A nearly lossless 2d representation and characterization of change information in multispectral images. - Francesca Bovolo; Silvia Marchesi; Lorenzo Bruzzone (IGARSS, 2010)

A conceptual framework for change detection in very high resolution remote sensing images. - Lorenzo Bruzzone; Francesca Bovolo (IGARSS, 2010)

Analysis of the Effects of Pansharpening in Change Detection on VHR Images. - Francesca Bovolo; Lorenzo Bruzzone; Luca Capobianco; Andrea Garzelli; Silvia Marchesi; Filippo Nencini (IEEE Geosci. Remote. Sens. Lett., 2010)

A support vector domain method for change detection in multitemporal images. - Francesca Bovolo; Gustavo Camps-Valls; Lorenzo Bruzzone (Pattern Recognit. Lett., 2010)

Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data. - Jordi Muñoz-Marí; Francesca Bovolo; Luis Gómez-Chova; Lorenzo Bruzzone; Gustavo Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2010)

A Novel Technique for Subpixel Image Classification Based on Support Vector Machine. - Francesca Bovolo; Lorenzo Bruzzone; Lorenzo Carlin (IEEE Trans. Image Process., 2010)

A Context-Sensitive Technique Robust to Registration Noise for Change Detection in VHR Multispectral Images. - Silvia Marchesi; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Image Process., 2010)

An adaptive thresholding approach to multiple-change detection in multispectral images. - Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2011)

A semantic-based multilevel approach to change detection in very high geometrical resolution multitemporal images. - Lorenzo Bruzzone; Francesca Bovolo (IGARSS, 2011)

Detection of land-cover transitions in multitemporal images with active-learning based compound classification. - Begüm Demir; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2011)

A novel hierarchical approach to change detection with very high resolution SAR images for surveillance applications. - Francesca Bovolo; Carlo Marin; Lorenzo Bruzzone (IGARSS, 2012)

A novel system for classification of image time series with limited ground reference data. - Begüm Demir; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2012)

Target-driven change detection based on data transformation and similarity measures. - Peijun Du; Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo (IGARSS, 2012)

Discovering single classes in remote sensing images with active learning. - Mirco Furlani; Devis Tuia; Jordi Muñoz-Marí; Francesca Bovolo; Gustavo Camps-Valls; Lorenzo Bruzzone (IGARSS, 2012)

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; Grégoire Mercier; Josiane Zerubia; Nicola Acito; Bruno Aiazzi; Francesca Bovolo; Fabio Dell'Acqua; et al. (IGARSS, 2012)

Low-cost updating of land-cover maps by classifiying multitemporal remote sensing images. - Begüm Demir; Francesca Bovolo; Lorenzo Bruzzone (SIU, 2012)

Freight traffic surveillance in VHR SAR images by multiscale information extraction. - Francesca Bovolo; Carlo Marin; Lorenzo Bruzzone (TyWRRS, 2012)

Unsupervised hierarchical spectral analysis for change detection in hyperspectral images. - Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo; Peijun Du (WHISPERS, 2012)

A Novel Domain Adaptation Bayesian Classifier for Updating Land-Cover Maps With Class Differences in Source and Target Domains. - Kanchan Bahirat; Francesca Bovolo; Lorenzo Bruzzone; Subhasis Chaudhuri (IEEE Trans. Geosci. Remote. Sens., 2012)

A Framework for Automatic and Unsupervised Detection of Multiple Changes in Multitemporal Images. - Francesca Bovolo; Silvia Marchesi; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2012)

Detection of Land-Cover Transitions in Multitemporal Remote Sensing Images With Active-Learning-Based Compound Classification. - Begüm Demir; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2012)

A 4-dimensional approach to image time series visualization and analysis. - Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2013)

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; et al. (IGARSS, 2013)

Sequential cascade classification of image time series by exploiting multiple pairwise change detection. - Begüm Demir; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2013)

A novel hierarchical method for change detection in multitemporal hyperspectral images. - Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo; Peijun Du (IGARSS, 2013)

A novel multitemporal detector for primitive extraction from VHR SAR images. - Carlo Marin; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2013)

Detection of changed buildings in multitemporal Very High Resolution SAR images. - Carlo Marin; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2013)

Supervised change detection in VHR images using contextual information and support vector machines. - Michele Volpi; Devis Tuia; Francesca Bovolo; Mikhail F. Kanevski; Lorenzo Bruzzone (Int. J. Appl. Earth Obs. Geoinformation, 2013)

Change Detection in VHR Images Based on Morphological Attribute Profiles. - Nicola Falco; Mauro Dalla Mura; Francesca Bovolo; Jón Atli Benediktsson; Lorenzo Bruzzone (IEEE Geosci. Remote. Sens. Lett., 2013)

A Novel Framework for the Design of Change-Detection Systems for Very-High-Resolution Remote Sensing Images. - Lorenzo Bruzzone; Francesca Bovolo (Proc. IEEE, 2013)

A Hierarchical Approach to Change Detection in Very High Resolution SAR Images for Surveillance Applications. - Francesca Bovolo; Carlo Marin; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2013)

Updating Land-Cover Maps by Classification of Image Time Series: A Novel Change-Detection-Driven Transfer Learning Approach. - Begüm Demir; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2013)

Classification of Time Series of Multispectral Images With Limited Training Data. - Begüm Demir; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Image Process., 2013)

A novel circular approach to change detection in pair of images extracted from image time series. - Lorenzo Bruzzone; Francesca Bovolo (IGARSS, 2014)

A novel sequential spectral change vector analysis for representing and detecting multiple changes in hyperspectral images. - Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo; Peijun Du (IGARSS, 2014)

Rapid and accurate damage detection in built-up areas combining stripmap and spotlight SAR images. - Carlo Marin; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2014)

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 (IGARSS, 2014)

Detection of specific changes in image time series by an adaptive change vector analysis. - Daniel C. Zanotta; Lorenzo Bruzzone; Francesca Bovolo (IGARSS, 2014)

Concurrent Self-Organizing Maps for Supervised/Unsupervised Change Detection in Remote Sensing Images. - Victor-Emil Neagoe; Radu-Mihai Stoica; Alexandru-Ioan Ciurea; Lorenzo Bruzzone; Francesca Bovolo (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

A cluster-based appraoch to content based time series retrieval (CBTSR). - Francesca Bovolo; Begüm Demir; Lorenzo Bruzzone (IGARSS, 2015)

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; et al. (IGARSS, 2015)

VHR time-series generation by prediction and fusion of multi-sensor images. - Yady Tatiana Solano Correa; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2015)

Precise co-registration of very high resolution optical images by registration-noise estimation. - Youkyung Han; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2015)

Multitemporal spectral unmixing for change detection in hyperspectral images. - Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo; Peijun Du (IGARSS, 2015)

Fine co-registration of VHR images for multitemporal Urban area analysis. - Youkyung Han; Francesca Bovolo; Lorenzo Bruzzone (MultiTemp, 2015)

A New Self-Training-Based Unsupervised Satellite Image Classification Technique Using Cluster Ensemble Strategy. - Biplab Banerjee; Francesca Bovolo; Avik Bhattacharya; Lorenzo Bruzzone; Subhasis Chaudhuri; B. Krishna Mohan (IEEE Geosci. Remote. Sens. Lett., 2015)

A Novel Graph-Matching-Based Approach for Domain Adaptation in Classification of Remote Sensing Image Pair. - Biplab Banerjee; Francesca Bovolo; Avik Bhattacharya; Lorenzo Bruzzone; Subhasis Chaudhuri; Krishna Mohan Buddhiraju (IEEE Trans. Geosci. Remote. Sens., 2015)

An Approach to Fine Coregistration Between Very High Resolution Multispectral Images Based on Registration Noise Distribution. - Youkyung Han; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2015)

Hierarchical Unsupervised Change Detection in Multitemporal Hyperspectral Images. - Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2015)

Sequential Spectral Change Vector Analysis for Iteratively Discovering and Detecting Multiple Changes in Hyperspectral Images. - Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo; Massimo Zanetti; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2015)

Building Change Detection in Multitemporal Very High Resolution SAR Images. - Carlo Marin; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2015)

An Adaptive Semisupervised Approach to the Detection of User-Defined Recurrent Changes in Image Time Series. - Daniel Capella Zanotta; Lorenzo Bruzzone; Francesca Bovolo; Yosio Edemir Shimabukuro (IEEE Trans. Geosci. Remote. Sens., 2015)

Rayleigh-Rice Mixture Parameter Estimation via EM Algorithm for Change Detection in Multispectral Images. - Massimo Zanetti; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Image Process., 2015)

An approach to multiple Change Detection in multisensor VHR optical images based on iterative clustering. - Yady Tatiana Solano Correa; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2016)

An approach to conifer species classification based on crown structure modeling in high density airborne LiDAR data. - Aravind Harikumar; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2016)

Edge-Based Registration-Noise Estimation in VHR Multitemporal and Multisensor Images. - Youkyung Han; Francesca Bovolo; Lorenzo Bruzzone (IEEE Geosci. Remote. Sens. Lett., 2016)

Unsupervised Multitemporal Spectral Unmixing for Detecting Multiple Changes in Hyperspectral Images. - Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2016)

A novel framework for bi-temporal change detection in image time series. - Manuel Bertoluzza; Lorenzo Bruzzone; Francesca Bovolo (IGARSS, 2017)

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 (IGARSS, 2017)

Subdominant tree detection in multi-layered forests by a local projection of airborne lidar data. - Aravind Harikumar; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2017)

A spectral-spatial multiscale approach for unsupervised multiple change detection. - Sicong Liu 001; Qian Du 001; Xiaohua Tong; Alim Samat; Lorenzo Bruzzone; Francesca Bovolo (IGARSS, 2017)

A novel change detection method for multitemporal hyperspectral images based on a discrete representation of the change information. - Daniele Marinelli; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2017)

Unsupervised change detection in built-up areas by multi-temporal polarimetric SAR images. - Davide Pirrone; Shaunak De; Avik Bhattacharya; Lorenzo Bruzzone; Francesca Bovolo (IGARSS, 2017)

Circular change detection in image time series inspired by two-dimensional phase unwrapping. - Manuel Bertoluzza; Lorenzo Bruzzone; Francesca Bovolo (MultiTemp, 2017)

Analysis of multitemporal Sentinel-2 images in the framework of the ESA Scientific Exploitation of Operational Missions. - Lorenzo Bruzzone; Francesca Bovolo; Claudia Paris; Yady Tatiana Solano Correa; Massimo Zanetti; Diego Fernández-Prieto (MultiTemp, 2017)

Spatio-temporal evolution of crop fields in Sentinel-2 Satellite Image Time Series. - Yady Tatiana Solano Correa; Francesca Bovolo; Lorenzo Bruzzone; Diego Fernández-Prieto (MultiTemp, 2017)

A novel method for unsupervised multiple Change Detection in hyperspectral images based on binary Spectral Change Vectors. - Daniele Marinelli; Francesca Bovolo; Lorenzo Bruzzone (MultiTemp, 2017)

Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection. - Sicong Liu 001; Qian Du 001; Xiaohua Tong; Alim Samat; Lorenzo Bruzzone; Francesca Bovolo (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Radar Signal Penetration and Horizons Detection on Europa Through Numerical Simulations. - Federico Di Paolo; Sebastian Emanuel Lauro; Davide Castelletti; Giuseppe Mitri; Francesca Bovolo; Barbara Cosciotti; Elisabetta Mattei; Roberto Orosei; Claudia Notarnicola; Lorenzo Bruzzone; Elena Pettinelli (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Segmentation-Based Fine Registration of Very High Resolution Multitemporal Images. - Youkyung Han; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2017)

An Internal Crown Geometric Model for Conifer Species Classification With High-Density LiDAR Data. - Aravind Harikumar; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2017)

A Circular Approach to Multi-Class Change Detection in Multitemporal Sentinel-1 SAR Image Time Series. - Manuel Bertoluzza; Lorenzo Bruzzone; Francesca Bovolo (IGARSS, 2018)

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 Fernández-Prieto (IGARSS, 2018)

An Approach to Lava Tube Detection in Radar Sounder Data of the Moon. - Elena Donini; Francesca Bovolo; Christopher Gerekos; Leonardo Carrer; Lorenzo Bruzzone (IGARSS, 2018)

An Approach to Tree Species Classification Using Voxel Neighborhood Density-Based Subsampling of Multiscan Terrestrial Lidar Data. - Aravind Harikumar; Xinlian Liang; Francesca Bovolo (IGARSS, 2018)

Unsupervised Multiple-Change Detection in VHR Optical Images Using Deep Features. - Sudipan Saha; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2018)

A Fast and Robust Matching Framework for Multimodal Remote Sensing Image Registration. - Yuanxin Ye; Lorenzo Bruzzone; Jie Shan; Francesca Bovolo; Qing Zhu 012 (CoRR, 2018)

Multisource and Multitemporal Data Fusion in Remote Sensing. - Pedram Ghamisi; Behnood Rasti; Naoto Yokoya; Qunming Wang; Bernhard Höfle; Lorenzo Bruzzone; Francesca Bovolo; Mingmin Chi; Katharina Anders; Richard Gloaguen; Peter M. Atkinson; Jón Atli Benediktsson (CoRR, 2018)

Compensating Earth Ionosphere Phase Distortion in Spaceborne VHF Radar Sounders for Subsurface Investigations. - Tommaso Scuccato; Leonardo Carrer; Francesca Bovolo; Lorenzo Bruzzone (IEEE Geosci. Remote. Sens. Lett., 2018)

An Approach for Unsupervised Change Detection in Multitemporal VHR Images Acquired by Different Multispectral Sensors. - Yady Tatiana Solano Correa; Francesca Bovolo; Lorenzo Bruzzone (Remote. Sens., 2018)

A Novel Technique Based on Deep Learning and a Synthetic Target Database for Classification of Urban Areas in PolSAR Data. - Shaunak De; Lorenzo Bruzzone; Avik Bhattacharya; Francesca Bovolo; Subhasis Chaudhuri (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Single Image Super-Resolution for Optical Satellite Scenes Using Deep Deconvolutional Network. - Sumedh Pendurkar; Biplab Banerjee; Sudipan Saha; Francesca Bovolo (ICIAP (1), 2019)

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 (IGARSS, 2019)

Assessing the Detection Performance on Icy Targets Acquired by an Orbiting Radar Sounder. - Elena Donini; Sanchari Thakur; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2019)

An Effective Approach to 3D Stem Modeling and Branch-Knot Localization in Multiscan TLS Data. - Aravind Harikumar; Francesca Bovolo; Liang Xinlian (IGARSS, 2019)

A Novel Approach to Snow Coverage Retrieval Under Cloud-Obscured Pixels Based on Multitemporal Correlation. - Milad Niroumand Jadidi; Massimo Santoni; Lorenzo Bruzzone; Francesca Bovolo (IGARSS, 2019)

Unsupervised Multiple-Change Detection in VHR Multisensor Images Via Deep-Learning Based Adaptation. - Sudipan Saha; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2019)

Unsupervised deep learning based change detection in Sentinel-2 images. - Sudipan Saha; Yady Tatiana Solano Correa; Francesca Bovolo; Lorenzo Bruzzone (MultiTemp, 2019)

A high resolution burned area detector for Sentinel-2 and Landsat-8. - Massimo Zanetti; Daniele Marinelli; Manuel Bertoluzza; Sudipan Saha; Francesca Bovolo; Lorenzo Bruzzone; Maria Lucia Magliozzi; Massimo Zavagli; Mario Costantini (MultiTemp, 2019)

An Approach to Multiple Change Detection in VHR Optical Images Based on Iterative Clustering and Adaptive Thresholding. - Yady Tatiana Solano Correa; Francesca Bovolo; Lorenzo Bruzzone (IEEE Geosci. Remote. Sens. Lett., 2019)

Special Section Guest Editorial: Change Detection Using Multi-Source Remotely Sensed Imagery. - Xin Huang 002; Jiayi Li 001; Francesca Bovolo; Qi Wang 009 (Remote. Sens., 2019)

Distributed Radar Sounder: A Novel Concept for Subsurface Investigations Using Sensors in Formation Flight. - Leonardo Carrer; Christopher Gerekos; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2019)

Generation of Homogeneous VHR Time Series by Nonparametric Regression of Multisensor Bitemporal Images. - Yady Tatiana Solano Correa; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2019)

A Local Projection-Based Approach to Individual Tree Detection and 3-D Crown Delineation in Multistoried Coniferous Forests Using High-Density Airborne LiDAR Data. - Aravind Harikumar; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2019)

Novel Spectra-Derived Features for Empirical Retrieval of Water Quality Parameters: Demonstrations for OLI, MSI, and OLCI Sensors. - Milad Niroumand Jadidi; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2019)

A Novel Change Detection Method for Multitemporal Hyperspectral Images Based on Binary Hyperspectral Change Vectors. - Daniele Marinelli; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2019)

Unsupervised Deep Change Vector Analysis for Multiple-Change Detection in VHR Images. - Sudipan Saha; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2019)

Fast and Robust Matching for Multimodal Remote Sensing Image Registration. - Yuanxin Ye; Lorenzo Bruzzone; Jie Shan; Francesca Bovolo; Qing Zhu 012 (IEEE Trans. Geosci. Remote. Sens., 2019)

Self-supervised Pre-training Enhances Change Detection in Sentinel-2 Imagery. - Marrit Leenstra; Diego Marcos; Francesca Bovolo; Devis Tuia (ICPR Workshops (7), 2020)

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 (IGARSS, 2020)

Large-Scale Precise Mapping of Agricultural Fields in Sentinel-2 Satellite Image Time Series. - Yady Tatiana Solano Correa; Daniel Carcereri; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2020)

A Novel Approach to Unsupervised Segmentation of Multitemporal VHR Images based on Deep Learning. - Sudipan Saha; Lichao Mou; Chunping Qiu; Xiao Xiang Zhu 001; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2020)

An Unsupervised Approach to Change Detection in Built-Up Areas by Multitemporal PolSAR Images. - Davide Pirrone; Shaunak De; Avik Bhattacharya; Lorenzo Bruzzone; Francesca Bovolo (IEEE Geosci. Remote. Sens. Lett., 2020)

Water Quality Retrieval from PRISMA Hyperspectral Images: First Experience in a Turbid Lake and Comparison with Sentinel-2. - Milad Niroumand Jadidi; Francesca Bovolo; Lorenzo Bruzzone (Remote. Sens., 2020)

Physics-based Bathymetry and Water Quality Retrieval Using PlanetScope Imagery: Impacts of 2020 COVID-19 Lockdown and 2019 Extreme Flood in the Venice Lagoon. - Milad Niroumand Jadidi; Francesca Bovolo; Lorenzo Bruzzone; Peter Gege (Remote. Sens., 2020)

An Approach to Unsupervised Detection of Fully and Partially Destroyed Buildings in Multitemporal VHR SAR Images. - Davide Pirrone; Francesca Bovolo; Lorenzo Bruzzone (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

A Method for the Analysis of Small Crop Fields in Sentinel-2 Dense Time Series. - Yady Tatiana Solano Correa; Francesca Bovolo; Lorenzo Bruzzone; Diego Fernández-Prieto (IEEE Trans. Geosci. Remote. Sens., 2020)

Snow Cover Estimation Underneath the Clouds Based on Multitemporal Correlation Analysis in Historical Time-Series Imagery. - Milad Niroumand Jadidi; Massimo Santoni; Lorenzo Bruzzone; Francesca Bovolo (IEEE Trans. Geosci. Remote. Sens., 2020)

A Novel Framework Based on Polarimetric Change Vectors for Unsupervised Multiclass Change Detection in Dual-Pol Intensity SAR Images. - Davide Pirrone; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2020)

Unsupervised Deep Joint Segmentation of Multitemporal High-Resolution Images. - Sudipan Saha; Lichao Mou; Chunping Qiu; Xiao Xiang Zhu 001; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2020)

An Unsupervised Change Detection Technique Based on a Super-Resolution Convolutional Autoencoder. - Luca Bergamasco; Luca Martinatti; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2021)

STRATUS: A new mission concept for monitoring the subsurface of polar and arid regions. - Lorenzo Bruzzone; Francesca Bovolo; Leonardo Carrer; Elena Donini; Sanchari Thakur (IGARSS, 2021)

An Unsupervised Deep Learning Method for Subsurface Target Detection in Radar Sounder Data. - Elena Donini; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2021)

Automatic Segmentation of Ice Shelves with Deep Learning. - Miguel Hoyo García; Elena Donini; Francesca Bovolo (IGARSS, 2021)

An Unsupervised Change Detection Approach for Dense Satellite Image Time Series Using 3D CNN. - Khatereh Meshkini; Francesca Bovolo; Lorenzo Bruzzone (IGARSS, 2021)

A Novel Dual-Alternating Direction Method of Multipliers for Spectral Unmixing. - Longfei Ren; Zheng Ma 001; Francesca Bovolo (IEEE Geosci. Remote. Sens. Lett., 2021)

Unsupervised Deep Transfer Learning-Based Change Detection for HR Multispectral Images. - Sudipan Saha; Yady Tatiana Solano Correa; Francesca Bovolo; Lorenzo Bruzzone (IEEE Geosci. Remote. Sens. Lett., 2021)

Semisupervised Change Detection Using Graph Convolutional Network. - Sudipan Saha; Lichao Mou; Xiao Xiang Zhu 001; Francesca Bovolo; Lorenzo Bruzzone (IEEE Geosci. Remote. Sens. Lett., 2021)

Inter-Comparison of Methods for Chlorophyll-a Retrieval: Sentinel-2 Time-Series Analysis in Italian Lakes. - Milad Niroumand Jadidi; Francesca Bovolo; Lorenzo Bruzzone; Peter Gege (Remote. Sens., 2021)

A General Framework for Change Detection Using Multimodal Remote Sensing Data. - Sanid Chirakkal; Francesca Bovolo; Arundhati Ray Misra; Lorenzo Bruzzone; Avik Bhattacharya (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

A Crown Quantization-Based Approach to Tree-Species Classification Using High-Density Airborne Laser Scanning Data. - Aravind Harikumar; Claudia Paris; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2021)

Building Change Detection in VHR SAR Images via Unsupervised Deep Transcoding. - Sudipan Saha; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2021)

Unsupervised Multiclass Change Detection for Multimodal Remote Sensing Data. - Sanid Chirakkal; Francesca Bovolo; Arundhati Misra 001; Lorenzo Bruzzone; Avik Bhattacharya (IGARSS, 2022)

An Unsupervised Deep Learning Method for the Super-Resolution of Radar Sounder Data. - Elena Donini; Amar Kasibovic; Miguel Hoyo García; Lorenzo Bruzzone; Francesca Bovolo (IGARSS, 2022)

A Hybrid CNN-Transformer Architecture for Semantic Segmentation of Radar Sounder data. - Raktim Ghosh; Francesca Bovolo (IGARSS, 2022)

Bathymetry retrieval from CubeSat image sequences with short time lags. - Milad Niroumand Jadidi; Carl J. Legleiter; Francesca Bovolo (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Change Detection in Image Time-Series Using Unsupervised LSTM. - Sudipan Saha; Francesca Bovolo; Lorenzo Bruzzone (IEEE Geosci. Remote. Sens. Lett., 2022)

Water Quality Retrieval from Landsat-9 (OLI-2) Imagery and Comparison to Sentinel-2. - Milad Niroumand Jadidi; Francesca Bovolo; Mariano Bresciani; Peter Gege; Claudia Giardino (Remote. Sens., 2022)

Automatic Large-Scale Precise Mapping and Monitoring of Agricultural Fields at Country Level With Sentinel-2 SITS. - Yady Tatiana Solano Correa; Khatereh Meshkini; Francesca Bovolo; Lorenzo Bruzzone (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Void-Volume-Based Stem Geometric Modeling and Branch-Knot Localization in Terrestrial Laser Scanning Data. - Aravind Harikumar; Xinlian Liang; Francesca Bovolo; Lorenzo Bruzzone (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

River Bathymetry Retrieval From Landsat-9 Images Based on Neural Networks and Comparison to SuperDove and Sentinel-2. - Milad Niroumand Jadidi; Carl J. Legleiter; Francesca Bovolo (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Editorial Foreword to the Special Issue on Recent Advances in Multitemporal Remote-Sensing Data Processing. - Sicong Liu 001; Francesca Bovolo; Lorenzo Bruzzone; Xiaohua Tong; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Unsupervised Change Detection Using Convolutional-Autoencoder Multiresolution Features. - Luca Bergamasco; Sudipan Saha; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2022)

A Deep Learning Architecture for Semantic Segmentation of Radar Sounder Data. - Elena Donini; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2022)

An Unsupervised Fuzzy System for the Automatic Detection of Candidate Lava Tubes in Radar Sounder Data. - Elena Donini; Leonardo Carrer; Christopher Gerekos; Lorenzo Bruzzone; Francesca Bovolo (IEEE Trans. Geosci. Remote. Sens., 2022)

TransSounder: A Hybrid TransUNet-TransFuse Architectural Framework for Semantic Segmentation of Radar Sounder Data. - Raktim Ghosh; Francesca Bovolo (IEEE Trans. Geosci. Remote. Sens., 2022)

Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery. - Lichao Mou; Yuansheng Hua; Sudipan Saha; Francesca Bovolo; Lorenzo Bruzzone; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification. - Lichao Mou; Sudipan Saha; Yuansheng Hua; Francesca Bovolo; Lorenzo Bruzzone; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Nonconvex Framework for Sparse Unmixing Incorporating the Group Structure of the Spectral Library. - Longfei Ren; Zheng Ma 001; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2022)

An Approach to the Assessment of Detectability of Subsurface Targets in Polar Ice From Satellite Radar Sounders. - Sanchari Thakur; Elena Donini; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2022)

A System for Burned Area Detection on Multispectral Imagery. - Massimo Zanetti; Sudipan Saha; Daniele Marinelli; Maria Lucia Magliozzi; Massimo Zavagli; Mario Costantini; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2022)

Power of GIS Mapping: ATLAS Flood Maps 2022 (Short Paper). - Munazza Usmani; Hafiz Muhammad Tayyab Bhatti; Francesca Bovolo; Maurizio Napolitano (GIScience, 2023)

Unsupervised Building Change Detection in Multi-Modal Sar Images Using Cyclegan. - Luca Bergamasco; Francesca Bovolo (IGARSS, 2023)

Deep Learning for Unsupervised Denoising of Radar Sounder Data. - Elena Donini; Alessandro Zuech; Lorenzo Bruzzone; Francesca Bovolo (IGARSS, 2023)

Dem Generator from Single Swath Radargrams. - Miguel Hoyo García; Dustin M. Schroeder; Francesca Bovolo (IGARSS, 2023)

An Enhanced Unsupervised Feature Learning Framework For Radar Sounder Signal Segmentation. - Raktim Ghosh; Francesca Bovolo (IGARSS, 2023)

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 (IGARSS, 2023)

Joint Learning Framework for Roads Semantic Segmentation from VHR and VGI Data. - Munazza Usmani; Francesca Bovolo; Maurizio Napolitano (IGARSS, 2023)

A Dual-Branch Deep Learning Architecture for Multisensor and Multitemporal Remote Sensing Semantic Segmentation. - Luca Bergamasco; Francesca Bovolo; Lorenzo Bruzzone (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Deep-Learning-Based Retrieval of an Orange Band Sensitive to Cyanobacteria for Landsat-8/9 and Sentinel-2. - Milad Niroumand Jadidi; Francesca Bovolo (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

A Weakly Supervised Transfer Learning Approach for Radar Sounder Data Segmentation. - Miguel Hoyo García; Elena Donini; Francesca Bovolo (IEEE Trans. Geosci. Remote. Sens., 2023)

FMPR-Net: False Matching Point Removal Network for Very-High-Resolution Satellite Image Registration. - Taeheon Kim; Yerin Yun; Changhui Lee; Francesca Bovolo; Youkyung Han (IEEE Trans. Geosci. Remote. Sens., 2023)

Remote Sensing and Deep Learning to Understand Noisy OpenStreetMap. - Munazza Usmani; Francesca Bovolo; Maurizio Napolitano (Remote. Sens., 2023)

Dual-Task Framework For Change Detection In Remote Sensing Image Time Series. - Milena Atanasova; Luca Bergamasco; Francesca Bovolo (IGARSS, 2024)

Hierarchical Learning for the Unsupervised Segmentation of Radar Sounder Data Acquired on the Cryosphere. - Elena Donini; Francesca Bovolo (IGARSS, 2024)

A CNN Architecture Tailored For Quantum Feature Map-Based Radar Sounder Signal Segmentation. - Raktim Ghosh; Amer Delilbasic; Gabriele Cavallaro; Francesca Bovolo (IGARSS, 2024)

Time Series Directional Change Vector Analysis. - Indira Aprilia Listiani; Massimo Zanetti; Francesca Bovolo (IGARSS, 2024)

Crop Field Boundary Detection Using 3d Convolutions in Multi-Spectral Multi-Temporal Hr Satellite Images. - Khatereh Meshkini; Daniel Doktor; Francesca Bovolo (IGARSS, 2024)

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 (IGARSS, 2024)

One-Class Classification Of Vegetation Related Changes Via Mutual Ordering Of Normalized Differences. - Massimo Zanetti; Francesca Bovolo (IGARSS, 2024)

Multiannual Change Detection Using a Weakly Supervised 3-D CNN in HR SITS. - Khatereh Meshkini; Francesca Bovolo; Lorenzo Bruzzone (IEEE Geosci. Remote. Sens. Lett., 2024)

URS: An Unsupervised Radargram Segmentation Network Based on Self-Supervised ViT With Contrastive Feature Learning Framework. - Raktim Ghosh; Francesca Bovolo (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Multiscale Hierarchical Losses to Preserve Hidden-Layer Features for Unsupervised Change Detection. - Luca Bergamasco; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2024)

Super-Resolution of Radargrams With a Generative Deep Learning Model. - Elena Donini; Lorenzo Bruzzone; Francesca Bovolo (IEEE Trans. Geosci. Remote. Sens., 2024)

Multiannual Change Detection in Long and Dense Satellite Image Time Series Based on Dynamic Time Warping. - Khatereh Meshkini; Yady Tatiana Solano Correa; Francesca Bovolo; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2024)

Progressive Self-Optimization Network: An unsupervised change detection method for VHR optical remote sensing imagery. - Yuzhen Shen; Francesca Bovolo; Yuchun Wei; Xudong Rui (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Sea Ice Semantic Segmentation in Optical Image Based on Adaptive Training Sample Selection and Cross-Attention ResUNet. - Zhiyong Yin; Yuqi Tang; Francesca Bovolo (IEEE Geosci. Remote. Sens. Lett., 2025)

Leveraging a Hybrid Quantum-Classical Framework for Subsurface Target Detection in Radar Sounding System: Challenges and Opportunities. - Raktim Ghosh; Amer Delilbasic; Gabriele Cavallaro; Francesca Bovolo (IEEE Trans. Geosci. Remote. Sens., 2025)

Time Series Change Vector Analysis for Semisupervised Abrupt Land Cover Change Detection. - Indira Aprilia Listiani; Massimo Zanetti; Francesca Bovolo (IEEE Trans. Geosci. Remote. Sens., 2025)