Francesca Bovolo

193 papers C 72Journal 102Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Quantum Circuit-Based Learning Models: Bridging Quantum Computing and Machine Learning.
CoRR
Fan Fan, Yilei Shi, Mihai Datcu, Bertrand Le Saux, Luigi Iapichino, Francesca Bovolo, Silvia Liberata Ullo, Xiao Xiang Zhu
2025 J jnl
Leveraging a Hybrid Quantum-Classical Framework for Subsurface Target Detection in Radar Sounding System: Challenges and Opportunities.
IEEE Trans. Geosci. Remote. Sens.
Raktim Ghosh, Amer Delilbasic, Gabriele Cavallaro, Francesca Bovolo
2025 J jnl
Progressive Self-Optimization Network: An unsupervised change detection method for VHR optical remote sensing imagery.
Int. J. Appl. Earth Obs. Geoinformation
Yuzhen Shen, Francesca Bovolo, Yuchun Wei, Xudong Rui
2025 J jnl
Sea Ice Semantic Segmentation in Optical Image Based on Adaptive Training Sample Selection and Cross-Attention ResUNet.
IEEE Geosci. Remote. Sens. Lett.
Zhiyong Yin, Yuqi Tang, Francesca Bovolo
2025 J jnl
Time Series Change Vector Analysis for Semisupervised Abrupt Land Cover Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Indira Aprilia Listiani, Massimo Zanetti, Francesca Bovolo
2024 C conf
A CNN Architecture Tailored For Quantum Feature Map-Based Radar Sounder Signal Segmentation.
IGARSS
Raktim Ghosh, Amer Delilbasic, Gabriele Cavallaro, Francesca Bovolo
2024 C conf
Crop Field Boundary Detection Using 3d Convolutions in Multi-Spectral Multi-Temporal Hr Satellite Images.
IGARSS
Khatereh Meshkini, Daniel Doktor, Francesca Bovolo
2024 C conf
Dual-Task Framework For Change Detection In Remote Sensing Image Time Series.
IGARSS
Milena Atanasova, Luca Bergamasco, Francesca Bovolo
2024 C conf
Hierarchical Learning for the Unsupervised Segmentation of Radar Sounder Data Acquired on the Cryosphere.
IGARSS
Elena Donini, Francesca Bovolo
2024 J jnl
Multiannual Change Detection Using a Weakly Supervised 3-D CNN in HR SITS.
IEEE Geosci. Remote. Sens. Lett.
Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone
2024 J jnl
Multiannual Change Detection in Long and Dense Satellite Image Time Series Based on Dynamic Time Warping.
IEEE Trans. Geosci. Remote. Sens.
Khatereh Meshkini, Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2024 J jnl
Multiscale Hierarchical Losses to Preserve Hidden-Layer Features for Unsupervised Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Luca Bergamasco, Francesca Bovolo, Lorenzo Bruzzone
2024 C conf
One-Class Classification Of Vegetation Related Changes Via Mutual Ordering Of Normalized Differences.
IGARSS
Massimo Zanetti, Francesca Bovolo
2024 C conf
Sea Ice Semantic Segmentation with Sentinel-2 Data Based on Adaptive Sample Training on U-Net Network.
IGARSS
Zhiyong Yin, Yuqi Tang, Miao Yu, Francesca Bovolo
2024 J jnl
Super-Resolution of Radargrams With a Generative Deep Learning Model.
IEEE Trans. Geosci. Remote. Sens.
Elena Donini, Lorenzo Bruzzone, Francesca Bovolo
2024 C conf
Time Series Directional Change Vector Analysis.
IGARSS
Indira Aprilia Listiani, Massimo Zanetti, Francesca Bovolo
2024 J jnl
URS: An Unsupervised Radargram Segmentation Network Based on Self-Supervised ViT With Contrastive Feature Learning Framework.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Raktim Ghosh, Francesca Bovolo
2023 J jnl
A Dual-Branch Deep Learning Architecture for Multisensor and Multitemporal Remote Sensing Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Luca Bergamasco, Francesca Bovolo, Lorenzo Bruzzone
2023 C conf
A Multi-Feature Hyper-Temporal Change Vector Analysis Method for Change Detection in Multi-Annual Time Series of HR Satellite Images.
IGARSS
Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone
2023 J jnl
A Weakly Supervised Transfer Learning Approach for Radar Sounder Data Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Miguel Hoyo García, Elena Donini, Francesca Bovolo
2023 C conf
An Enhanced Unsupervised Feature Learning Framework For Radar Sounder Signal Segmentation.
IGARSS
Raktim Ghosh, Francesca Bovolo
2023 C conf
Deep Learning for Unsupervised Denoising of Radar Sounder Data.
IGARSS
Elena Donini, Alessandro Zuech, Lorenzo Bruzzone, Francesca Bovolo
2023 J jnl
Deep-Learning-Based Retrieval of an Orange Band Sensitive to Cyanobacteria for Landsat-8/9 and Sentinel-2.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Milad Niroumand Jadidi, Francesca Bovolo
2023 C conf
Dem Generator from Single Swath Radargrams.
IGARSS
Miguel Hoyo García, Dustin M. Schroeder, Francesca Bovolo
2023 J jnl
FMPR-Net: False Matching Point Removal Network for Very-High-Resolution Satellite Image Registration.
IEEE Trans. Geosci. Remote. Sens.
Taeheon Kim, Yerin Yun, Changhui Lee, Francesca Bovolo, Youkyung Han
2023 C conf
Joint Learning Framework for Roads Semantic Segmentation from VHR and VGI Data.
IGARSS
Munazza Usmani, Francesca Bovolo, Maurizio Napolitano
2023 — conf
Power of GIS Mapping: ATLAS Flood Maps 2022 (Short Paper).
GIScience
Munazza Usmani, Hafiz Muhammad Tayyab Bhatti, Francesca Bovolo, Maurizio Napolitano
2023 J jnl
Remote Sensing and Deep Learning to Understand Noisy OpenStreetMap.
Remote. Sens.
Munazza Usmani, Francesca Bovolo, Maurizio Napolitano
2023 C conf
Unsupervised Building Change Detection in Multi-Modal Sar Images Using Cyclegan.
IGARSS
Luca Bergamasco, Francesca Bovolo
2022 J jnl
A Deep Learning Architecture for Semantic Segmentation of Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens.
Elena Donini, Francesca Bovolo, Lorenzo Bruzzone
2022 C conf
A Hybrid CNN-Transformer Architecture for Semantic Segmentation of Radar Sounder data.
IGARSS
Raktim Ghosh, Francesca Bovolo
2022 J jnl
A Nonconvex Framework for Sparse Unmixing Incorporating the Group Structure of the Spectral Library.
IEEE Trans. Geosci. Remote. Sens.
Longfei Ren, Zheng Ma, Francesca Bovolo, Lorenzo Bruzzone
2022 J jnl
A System for Burned Area Detection on Multispectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Massimo Zanetti, Sudipan Saha, Daniele Marinelli, Maria Lucia Magliozzi, Massimo Zavagli, Mario Costantini, Francesca Bovolo, Lorenzo Bruzzone
2022 J jnl
An Approach to the Assessment of Detectability of Subsurface Targets in Polar Ice From Satellite Radar Sounders.
IEEE Trans. Geosci. Remote. Sens.
Sanchari Thakur, Elena Donini, Francesca Bovolo, Lorenzo Bruzzone
2022 C conf
An Unsupervised Deep Learning Method for the Super-Resolution of Radar Sounder Data.
IGARSS
Elena Donini, Amar Kasibovic, Miguel Hoyo García, Lorenzo Bruzzone, Francesca Bovolo
2022 J jnl
An Unsupervised Fuzzy System for the Automatic Detection of Candidate Lava Tubes in Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens.
Elena Donini, Leonardo Carrer, Christopher Gerekos, Lorenzo Bruzzone, Francesca Bovolo
2022 J jnl
Automatic Large-Scale Precise Mapping and Monitoring of Agricultural Fields at Country Level With Sentinel-2 SITS.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yady Tatiana Solano Correa, Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone
2022 J jnl
Bathymetry retrieval from CubeSat image sequences with short time lags.
Int. J. Appl. Earth Obs. Geoinformation
Milad Niroumand Jadidi, Carl J. Legleiter, Francesca Bovolo
2022 J jnl
Change Detection in Image Time-Series Using Unsupervised LSTM.
IEEE Geosci. Remote. Sens. Lett.
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2022 J jnl
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
2022 J jnl
Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Lichao Mou, Yuansheng Hua, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
2022 J jnl
Editorial Foreword to the Special Issue on Recent Advances in Multitemporal Remote-Sensing Data Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Francesca Bovolo, Lorenzo Bruzzone, Xiaohua Tong, Qian Du
2022 J jnl
River Bathymetry Retrieval From Landsat-9 Images Based on Neural Networks and Comparison to SuperDove and Sentinel-2.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Milad Niroumand Jadidi, Carl J. Legleiter, Francesca Bovolo
2022 J jnl
TransSounder: A Hybrid TransUNet-TransFuse Architectural Framework for Semantic Segmentation of Radar Sounder Data.
IEEE Trans. Geosci. Remote. Sens.
Raktim Ghosh, Francesca Bovolo
2022 J jnl
Unsupervised Change Detection Using Convolutional-Autoencoder Multiresolution Features.
IEEE Trans. Geosci. Remote. Sens.
Luca Bergamasco, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2022 C conf
Unsupervised Multiclass Change Detection for Multimodal Remote Sensing Data.
IGARSS
Sanid Chirakkal, Francesca Bovolo, Arundhati Misra, Lorenzo Bruzzone, Avik Bhattacharya
2022 J jnl
Void-Volume-Based Stem Geometric Modeling and Branch-Knot Localization in Terrestrial Laser Scanning Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Aravind Harikumar, Xinlian Liang, Francesca Bovolo, Lorenzo Bruzzone
2022 J jnl
Water Quality Retrieval from Landsat-9 (OLI-2) Imagery and Comparison to Sentinel-2.
Remote. Sens.
Milad Niroumand Jadidi, Francesca Bovolo, Mariano Bresciani, Peter Gege, Claudia Giardino
2021 J jnl
A Crown Quantization-Based Approach to Tree-Species Classification Using High-Density Airborne Laser Scanning Data.
IEEE Trans. Geosci. Remote. Sens.
Aravind Harikumar, Claudia Paris, Francesca Bovolo, Lorenzo Bruzzone
2021 J jnl
A General Framework for Change Detection Using Multimodal Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sanid Chirakkal, Francesca Bovolo, Arundhati Ray Misra, Lorenzo Bruzzone, Avik Bhattacharya
2021 J jnl
A Novel Dual-Alternating Direction Method of Multipliers for Spectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Longfei Ren, Zheng Ma, Francesca Bovolo
2021 C conf
An Unsupervised Change Detection Approach for Dense Satellite Image Time Series Using 3D CNN.
IGARSS
Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone
2021 C conf
An Unsupervised Change Detection Technique Based on a Super-Resolution Convolutional Autoencoder.
IGARSS
Luca Bergamasco, Luca Martinatti, Francesca Bovolo, Lorenzo Bruzzone
2021 C conf
An Unsupervised Deep Learning Method for Subsurface Target Detection in Radar Sounder Data.
IGARSS
Elena Donini, Francesca Bovolo, Lorenzo Bruzzone
2021 C conf
Automatic Segmentation of Ice Shelves with Deep Learning.
IGARSS
Miguel Hoyo García, Elena Donini, Francesca Bovolo
2021 J jnl
Building Change Detection in VHR SAR Images via Unsupervised Deep Transcoding.
IEEE Trans. Geosci. Remote. Sens.
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2021 J jnl
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification.
CoRR
Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
2021 J jnl
Inter-Comparison of Methods for Chlorophyll-a Retrieval: Sentinel-2 Time-Series Analysis in Italian Lakes.
Remote. Sens.
Milad Niroumand Jadidi, Francesca Bovolo, Lorenzo Bruzzone, Peter Gege
2021 C conf
STRATUS: A new mission concept for monitoring the subsurface of polar and arid regions.
IGARSS
Lorenzo Bruzzone, Francesca Bovolo, Leonardo Carrer, Elena Donini, Sanchari Thakur
2021 J jnl
Self-supervised pre-training enhances change detection in Sentinel-2 imagery.
CoRR
Marrit Leenstra, Diego Marcos, Francesca Bovolo, Devis Tuia
2021 J jnl
Semisupervised Change Detection Using Graph Convolutional Network.
IEEE Geosci. Remote. Sens. Lett.
Sudipan Saha, Lichao Mou, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
2021 J jnl
Unsupervised Deep Transfer Learning-Based Change Detection for HR Multispectral Images.
IEEE Geosci. Remote. Sens. Lett.
Sudipan Saha, Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2020 J jnl
A Method for the Analysis of Small Crop Fields in Sentinel-2 Dense Time Series.
IEEE Trans. Geosci. Remote. Sens.
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone, Diego Fernández-Prieto
2020 C conf
A Novel Approach to Unsupervised Segmentation of Multitemporal VHR Images based on Deep Learning.
IGARSS
Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
2020 J jnl
A Novel Framework Based on Polarimetric Change Vectors for Unsupervised Multiclass Change Detection in Dual-Pol Intensity SAR Images.
IEEE Trans. Geosci. Remote. Sens.
Davide Pirrone, Francesca Bovolo, Lorenzo Bruzzone
2020 J jnl
An Approach to Unsupervised Detection of Fully and Partially Destroyed Buildings in Multitemporal VHR SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Davide Pirrone, Francesca Bovolo, Lorenzo Bruzzone
2020 J jnl
An Unsupervised Approach to Change Detection in Built-Up Areas by Multitemporal PolSAR Images.
IEEE Geosci. Remote. Sens. Lett.
Davide Pirrone, Shaunak De, Avik Bhattacharya, Lorenzo Bruzzone, Francesca Bovolo
2020 C conf
Envision Mission to Venus: Subsurface Radar Sounding.
IGARSS
Lorenzo Bruzzone, Francesca Bovolo, Sanchari Thakur, Leonardo Carrer, Elena Donini, Christopher Gerekos, Stefano Paterna, Massimo Santoni, Elisa Sbalchiero
2020 C conf
Large-Scale Precise Mapping of Agricultural Fields in Sentinel-2 Satellite Image Time Series.
IGARSS
Yady Tatiana Solano Correa, Daniel Carcereri, Francesca Bovolo, Lorenzo Bruzzone
2020 J jnl
Physics-based Bathymetry and Water Quality Retrieval Using PlanetScope Imagery: Impacts of 2020 COVID-19 Lockdown and 2019 Extreme Flood in the Venice Lagoon.
Remote. Sens.
Milad Niroumand Jadidi, Francesca Bovolo, Lorenzo Bruzzone, Peter Gege
2020 — conf
Self-supervised Pre-training Enhances Change Detection in Sentinel-2 Imagery.
ICPR Workshops (7)
Marrit Leenstra, Diego Marcos, Francesca Bovolo, Devis Tuia
2020 J jnl
Snow Cover Estimation Underneath the Clouds Based on Multitemporal Correlation Analysis in Historical Time-Series Imagery.
IEEE Trans. Geosci. Remote. Sens.
Milad Niroumand Jadidi, Massimo Santoni, Lorenzo Bruzzone, Francesca Bovolo
2020 J jnl
Unsupervised Deep Joint Segmentation of Multitemporal High-Resolution Images.
IEEE Trans. Geosci. Remote. Sens.
Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
2020 J jnl
Water Quality Retrieval from PRISMA Hyperspectral Images: First Experience in a Turbid Lake and Comparison with Sentinel-2.
Remote. Sens.
Milad Niroumand Jadidi, Francesca Bovolo, Lorenzo Bruzzone
2019 J jnl
A Local Projection-Based Approach to Individual Tree Detection and 3-D Crown Delineation in Multistoried Coniferous Forests Using High-Density Airborne LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Aravind Harikumar, Francesca Bovolo, Lorenzo Bruzzone
2019 C conf
A Novel Approach to Snow Coverage Retrieval Under Cloud-Obscured Pixels Based on Multitemporal Correlation.
IGARSS
Milad Niroumand Jadidi, Massimo Santoni, Lorenzo Bruzzone, Francesca Bovolo
2019 J jnl
A Novel Change Detection Method for Multitemporal Hyperspectral Images Based on Binary Hyperspectral Change Vectors.
IEEE Trans. Geosci. Remote. Sens.
Daniele Marinelli, Francesca Bovolo, Lorenzo Bruzzone
2019 C conf
A Semi-Supervised Crop-Type Classification Based on Sentinel-2 NDVI Satellite Image Time Series And Phenological Parameters.
IGARSS
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2019 — conf
A high resolution burned area detector for Sentinel-2 and Landsat-8.
MultiTemp
Massimo Zanetti, Daniele Marinelli, Manuel Bertoluzza, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone, Maria Lucia Magliozzi, Massimo Zavagli, Mario Costantini
2019 J jnl
An Approach to Multiple Change Detection in VHR Optical Images Based on Iterative Clustering and Adaptive Thresholding.
IEEE Geosci. Remote. Sens. Lett.
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2019 C conf
An Effective Approach to 3D Stem Modeling and Branch-Knot Localization in Multiscan TLS Data.
IGARSS
Aravind Harikumar, Francesca Bovolo, Liang Xinlian
2019 C conf
Assessing the Detection Performance on Icy Targets Acquired by an Orbiting Radar Sounder.
IGARSS
Elena Donini, Sanchari Thakur, Francesca Bovolo, Lorenzo Bruzzone
2019 J jnl
Distributed Radar Sounder: A Novel Concept for Subsurface Investigations Using Sensors in Formation Flight.
IEEE Trans. Geosci. Remote. Sens.
Leonardo Carrer, Christopher Gerekos, Francesca Bovolo, Lorenzo Bruzzone
2019 J jnl
Fast and Robust Matching for Multimodal Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens.
Yuanxin Ye, Lorenzo Bruzzone, Jie Shan, Francesca Bovolo, Qing Zhu
2019 J jnl
Generation of Homogeneous VHR Time Series by Nonparametric Regression of Multisensor Bitemporal Images.
IEEE Trans. Geosci. Remote. Sens.
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2019 J jnl
Novel Spectra-Derived Features for Empirical Retrieval of Water Quality Parameters: Demonstrations for OLI, MSI, and OLCI Sensors.
IEEE Trans. Geosci. Remote. Sens.
Milad Niroumand Jadidi, Francesca Bovolo, Lorenzo Bruzzone
2019 — conf
Single Image Super-Resolution for Optical Satellite Scenes Using Deep Deconvolutional Network.
ICIAP (1)
Sumedh Pendurkar, Biplab Banerjee, Sudipan Saha, Francesca Bovolo
2019 J jnl
Special Section Guest Editorial: Change Detection Using Multi-Source Remotely Sensed Imagery.
Remote. Sens.
Xin Huang, Jiayi Li, Francesca Bovolo, Qi Wang
2019 J jnl
Unsupervised Deep Change Vector Analysis for Multiple-Change Detection in VHR Images.
IEEE Trans. Geosci. Remote. Sens.
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2019 C conf
Unsupervised Multiple-Change Detection in VHR Multisensor Images Via Deep-Learning Based Adaptation.
IGARSS
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2019 — conf
Unsupervised deep learning based change detection in Sentinel-2 images.
MultiTemp
Sudipan Saha, Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2018 C conf
A Circular Approach to Multi-Class Change Detection in Multitemporal Sentinel-1 SAR Image Time Series.
IGARSS
Manuel Bertoluzza, Lorenzo Bruzzone, Francesca Bovolo
2018 J jnl
A Fast and Robust Matching Framework for Multimodal Remote Sensing Image Registration.
CoRR
Yuanxin Ye, Lorenzo Bruzzone, Jie Shan, Francesca Bovolo, Qing Zhu
2018 J jnl
A Novel Technique Based on Deep Learning and a Synthetic Target Database for Classification of Urban Areas in PolSAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shaunak De, Lorenzo Bruzzone, Avik Bhattacharya, Francesca Bovolo, Subhasis Chaudhuri
2018 J jnl
An Approach for Unsupervised Change Detection in Multitemporal VHR Images Acquired by Different Multispectral Sensors.
Remote. Sens.
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2018 C conf
An Approach to Lava Tube Detection in Radar Sounder Data of the Moon.
IGARSS
Elena Donini, Francesca Bovolo, Christopher Gerekos, Leonardo Carrer, Lorenzo Bruzzone
2018 C conf
An Approach to Tree Species Classification Using Voxel Neighborhood Density-Based Subsampling of Multiscan Terrestrial Lidar Data.
IGARSS
Aravind Harikumar, Xinlian Liang, Francesca Bovolo
2018 C conf
Automatic Derivation of Cropland Phenological Parameters by Adaptive Non-Parametric Regression of Sentinel-2 Ndvi Time Series.
IGARSS
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone, Diego Fernández-Prieto
2018 J jnl
Compensating Earth Ionosphere Phase Distortion in Spaceborne VHF Radar Sounders for Subsurface Investigations.
IEEE Geosci. Remote. Sens. Lett.
Tommaso Scuccato, Leonardo Carrer, Francesca Bovolo, Lorenzo Bruzzone
2018 J jnl
Multisource and Multitemporal Data Fusion in Remote Sensing.
CoRR
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
2018 C conf
Unsupervised Multiple-Change Detection in VHR Optical Images Using Deep Features.
IGARSS
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2017 C conf
A novel change detection framework based on deep learning for the analysis of multi-temporal polarimetric SAR images.
IGARSS
Shaunak De, Davide Pirrone, Francesca Bovolo, Lorenzo Bruzzone, Avik Bhattacharya
2017 C conf
A novel change detection method for multitemporal hyperspectral images based on a discrete representation of the change information.
IGARSS
Daniele Marinelli, Francesca Bovolo, Lorenzo Bruzzone
2017 C conf
A novel framework for bi-temporal change detection in image time series.
IGARSS
Manuel Bertoluzza, Lorenzo Bruzzone, Francesca Bovolo
2017 — conf
A novel method for unsupervised multiple Change Detection in hyperspectral images based on binary Spectral Change Vectors.
MultiTemp
Daniele Marinelli, Francesca Bovolo, Lorenzo Bruzzone
2017 C conf
A spectral-spatial multiscale approach for unsupervised multiple change detection.
IGARSS
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo
2017 J jnl
An Internal Crown Geometric Model for Conifer Species Classification With High-Density LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Aravind Harikumar, Francesca Bovolo, Lorenzo Bruzzone
2017 — conf
Analysis of multitemporal Sentinel-2 images in the framework of the ESA Scientific Exploitation of Operational Missions.
MultiTemp
Lorenzo Bruzzone, Francesca Bovolo, Claudia Paris, Yady Tatiana Solano Correa, Massimo Zanetti, Diego Fernández-Prieto
2017 — conf
Circular change detection in image time series inspired by two-dimensional phase unwrapping.
MultiTemp
Manuel Bertoluzza, Lorenzo Bruzzone, Francesca Bovolo
2017 J jnl
Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo
2017 J jnl
Radar Signal Penetration and Horizons Detection on Europa Through Numerical Simulations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Federico Di Paolo, Sebastian Emanuel Lauro, Davide Castelletti, Giuseppe Mitri, Francesca Bovolo, Barbara Cosciotti, Elisabetta Mattei, Roberto Orosei, Claudia Notarnicola, Lorenzo Bruzzone, Elena Pettinelli
2017 J jnl
Segmentation-Based Fine Registration of Very High Resolution Multitemporal Images.
IEEE Trans. Geosci. Remote. Sens.
Youkyung Han, Francesca Bovolo, Lorenzo Bruzzone
2017 — conf
Spatio-temporal evolution of crop fields in Sentinel-2 Satellite Image Time Series.
MultiTemp
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone, Diego Fernández-Prieto
2017 C conf
Subdominant tree detection in multi-layered forests by a local projection of airborne lidar data.
IGARSS
Aravind Harikumar, Francesca Bovolo, Lorenzo Bruzzone
2017 C conf
Unsupervised change detection in built-up areas by multi-temporal polarimetric SAR images.
IGARSS
Davide Pirrone, Shaunak De, Avik Bhattacharya, Lorenzo Bruzzone, Francesca Bovolo
2016 C conf
An approach to conifer species classification based on crown structure modeling in high density airborne LiDAR data.
IGARSS
Aravind Harikumar, Francesca Bovolo, Lorenzo Bruzzone
2016 C conf
An approach to multiple Change Detection in multisensor VHR optical images based on iterative clustering.
IGARSS
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2016 J jnl
Edge-Based Registration-Noise Estimation in VHR Multitemporal and Multisensor Images.
IEEE Geosci. Remote. Sens. Lett.
Youkyung Han, Francesca Bovolo, Lorenzo Bruzzone
2016 J jnl
Unsupervised Multitemporal Spectral Unmixing for Detecting Multiple Changes in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2015 J jnl
A New Self-Training-Based Unsupervised Satellite Image Classification Technique Using Cluster Ensemble Strategy.
IEEE Geosci. Remote. Sens. Lett.
Biplab Banerjee, Francesca Bovolo, Avik Bhattacharya, Lorenzo Bruzzone, Subhasis Chaudhuri, B. Krishna Mohan
2015 J jnl
A Novel Graph-Matching-Based Approach for Domain Adaptation in Classification of Remote Sensing Image Pair.
IEEE Trans. Geosci. Remote. Sens.
Biplab Banerjee, Francesca Bovolo, Avik Bhattacharya, Lorenzo Bruzzone, Subhasis Chaudhuri, Krishna Mohan Buddhiraju
2015 C conf
A cluster-based appraoch to content based time series retrieval (CBTSR).
IGARSS
Francesca Bovolo, Begüm Demir, Lorenzo Bruzzone
2015 J jnl
An Adaptive Semisupervised Approach to the Detection of User-Defined Recurrent Changes in Image Time Series.
IEEE Trans. Geosci. Remote. Sens.
Daniel Capella Zanotta, Lorenzo Bruzzone, Francesca Bovolo, Yosio Edemir Shimabukuro
2015 J jnl
An Approach to Fine Coregistration Between Very High Resolution Multispectral Images Based on Registration Noise Distribution.
IEEE Trans. Geosci. Remote. Sens.
Youkyung Han, Francesca Bovolo, Lorenzo Bruzzone
2015 J jnl
Building Change Detection in Multitemporal Very High Resolution SAR Images.
IEEE Trans. Geosci. Remote. Sens.
Carlo Marin, Francesca Bovolo, Lorenzo Bruzzone
2015 — conf
Fine co-registration of VHR images for multitemporal Urban area analysis.
MultiTemp
Youkyung Han, Francesca Bovolo, Lorenzo Bruzzone
2015 J jnl
Hierarchical Unsupervised Change Detection in Multitemporal Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2015 C conf
Jupiter ICY moon explorer (JUICE): Advances in the design of the radar for Icy Moons (RIME).
IGARSS
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 C conf
Multitemporal spectral unmixing for change detection in hyperspectral images.
IGARSS
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2015 C conf
Precise co-registration of very high resolution optical images by registration-noise estimation.
IGARSS
Youkyung Han, Francesca Bovolo, Lorenzo Bruzzone
2015 J jnl
Rayleigh-Rice Mixture Parameter Estimation via EM Algorithm for Change Detection in Multispectral Images.
IEEE Trans. Image Process.
Massimo Zanetti, Francesca Bovolo, Lorenzo Bruzzone
2015 J jnl
Sequential Spectral Change Vector Analysis for Iteratively Discovering and Detecting Multiple Changes in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Massimo Zanetti, Peijun Du
2015 C conf
VHR time-series generation by prediction and fusion of multi-sensor images.
IGARSS
Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2014 C conf
A novel circular approach to change detection in pair of images extracted from image time series.
IGARSS
Lorenzo Bruzzone, Francesca Bovolo
2014 C conf
A novel neural approach for unsupervised change detection using SOM clustering for pseudo-training set selection followed by CSOM classifier.
IGARSS
Victor-Emil Neagoe, Alexandru-Ioan Ciurea, Lorenzo Bruzzone, Francesca Bovolo
2014 C conf
A novel sequential spectral change vector analysis for representing and detecting multiple changes in hyperspectral images.
IGARSS
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2014 J jnl
Concurrent Self-Organizing Maps for Supervised/Unsupervised Change Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Victor-Emil Neagoe, Radu-Mihai Stoica, Alexandru-Ioan Ciurea, Lorenzo Bruzzone, Francesca Bovolo
2014 C conf
Detection of specific changes in image time series by an adaptive change vector analysis.
IGARSS
Daniel C. Zanotta, Lorenzo Bruzzone, Francesca Bovolo
2014 C conf
Rapid and accurate damage detection in built-up areas combining stripmap and spotlight SAR images.
IGARSS
Carlo Marin, Francesca Bovolo, Lorenzo Bruzzone
2013 C conf
A 4-dimensional approach to image time series visualization and analysis.
IGARSS
Francesca Bovolo, Lorenzo Bruzzone
2013 J jnl
A Hierarchical Approach to Change Detection in Very High Resolution SAR Images for Surveillance Applications.
IEEE Trans. Geosci. Remote. Sens.
Francesca Bovolo, Carlo Marin, Lorenzo Bruzzone
2013 J jnl
A Novel Framework for the Design of Change-Detection Systems for Very-High-Resolution Remote Sensing Images.
Proc. IEEE
Lorenzo Bruzzone, Francesca Bovolo
2013 C conf
A novel hierarchical method for change detection in multitemporal hyperspectral images.
IGARSS
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2013 C conf
A novel multitemporal detector for primitive extraction from VHR SAR images.
IGARSS
Carlo Marin, Francesca Bovolo, Lorenzo Bruzzone
2013 J jnl
Change Detection in VHR Images Based on Morphological Attribute Profiles.
IEEE Geosci. Remote. Sens. Lett.
Nicola Falco, Mauro Dalla Mura, Francesca Bovolo, Jón Atli Benediktsson, Lorenzo Bruzzone
2013 J jnl
Classification of Time Series of Multispectral Images With Limited Training Data.
IEEE Trans. Image Process.
Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone
2013 C conf
Detection of changed buildings in multitemporal Very High Resolution SAR images.
IGARSS
Carlo Marin, Francesca Bovolo, Lorenzo Bruzzone
2013 C conf
RIME: Radar for Icy Moon Exploration.
IGARSS
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 C conf
Sequential cascade classification of image time series by exploiting multiple pairwise change detection.
IGARSS
Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone
2013 J jnl
Supervised change detection in VHR images using contextual information and support vector machines.
Int. J. Appl. Earth Obs. Geoinformation
Michele Volpi, Devis Tuia, Francesca Bovolo, Mikhail F. Kanevski, Lorenzo Bruzzone
2013 J jnl
Updating Land-Cover Maps by Classification of Image Time Series: A Novel Change-Detection-Driven Transfer Learning Approach.
IEEE Trans. Geosci. Remote. Sens.
Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone
2012 J jnl
A Framework for Automatic and Unsupervised Detection of Multiple Changes in Multitemporal Images.
IEEE Trans. Geosci. Remote. Sens.
Francesca Bovolo, Silvia Marchesi, Lorenzo Bruzzone
2012 J jnl
A Novel Domain Adaptation Bayesian Classifier for Updating Land-Cover Maps With Class Differences in Source and Target Domains.
IEEE Trans. Geosci. Remote. Sens.
Kanchan Bahirat, Francesca Bovolo, Lorenzo Bruzzone, Subhasis Chaudhuri
2012 C conf
A novel hierarchical approach to change detection with very high resolution SAR images for surveillance applications.
IGARSS
Francesca Bovolo, Carlo Marin, Lorenzo Bruzzone
2012 C conf
A novel system for classification of image time series with limited ground reference data.
IGARSS
Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone
2012 J jnl
Detection of Land-Cover Transitions in Multitemporal Remote Sensing Images With Active-Learning-Based Compound Classification.
IEEE Trans. Geosci. Remote. Sens.
Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone
2012 C conf
Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures.
IGARSS
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, Michaela De Martino, Marco Diani, Vladimir A. Krylov, Gianni Lisini, Carlo Marin, Gabriele Moser, Aurélie Voisin, Claudia Zoppetti
2012 C conf
Discovering single classes in remote sensing images with active learning.
IGARSS
Mirco Furlani, Devis Tuia, Jordi Muñoz-Marí, Francesca Bovolo, Gustavo Camps-Valls, Lorenzo Bruzzone
2012 — conf
Freight traffic surveillance in VHR SAR images by multiscale information extraction.
TyWRRS
Francesca Bovolo, Carlo Marin, Lorenzo Bruzzone
2012 — conf
Low-cost updating of land-cover maps by classifiying multitemporal remote sensing images.
SIU
Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone
2012 C conf
Target-driven change detection based on data transformation and similarity measures.
IGARSS
Peijun Du, Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo
2012 — conf
Unsupervised hierarchical spectral analysis for change detection in hyperspectral images.
WHISPERS
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2011 C conf
A semantic-based multilevel approach to change detection in very high geometrical resolution multitemporal images.
IGARSS
Lorenzo Bruzzone, Francesca Bovolo
2011 C conf
An adaptive thresholding approach to multiple-change detection in multispectral images.
IGARSS
Francesca Bovolo, Lorenzo Bruzzone
2011 C conf
Detection of land-cover transitions in multitemporal images with active-learning based compound classification.
IGARSS
Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone
2010 J jnl
A Context-Sensitive Technique Robust to Registration Noise for Change Detection in VHR Multispectral Images.
IEEE Trans. Image Process.
Silvia Marchesi, Francesca Bovolo, Lorenzo Bruzzone
2010 J jnl
A Novel Technique for Subpixel Image Classification Based on Support Vector Machine.
IEEE Trans. Image Process.
Francesca Bovolo, Lorenzo Bruzzone, Lorenzo Carlin
2010 C conf
A conceptual framework for change detection in very high resolution remote sensing images.
IGARSS
Lorenzo Bruzzone, Francesca Bovolo
2010 C conf
A nearly lossless 2d representation and characterization of change information in multispectral images.
IGARSS
Francesca Bovolo, Silvia Marchesi, Lorenzo Bruzzone
2010 J jnl
A support vector domain method for change detection in multitemporal images.
Pattern Recognit. Lett.
Francesca Bovolo, Gustavo Camps-Valls, Lorenzo Bruzzone
2010 J jnl
Analysis of the Effects of Pansharpening in Change Detection on VHR Images.
IEEE Geosci. Remote. Sens. Lett.
Francesca Bovolo, Lorenzo Bruzzone, Luca Capobianco, Andrea Garzelli, Silvia Marchesi, Filippo Nencini
2010 J jnl
Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Jordi Muñoz-Marí, Francesca Bovolo, Luis Gómez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls
2009 J jnl
A Multilevel Parcel-Based Approach to Change Detection in Very High Resolution Multitemporal Images.
IEEE Geosci. Remote. Sens. Lett.
Francesca Bovolo
2009 — conf
An Adaptive Multiscale Random Field Technique for Unsupervised Change Detection in VHR Multitemporal Images.
IGARSS (4)
Francesca Bovolo, Lorenzo Bruzzone
2009 J jnl
Analysis and Adaptive Estimation of the Registration Noise Distribution in Multitemporal VHR Images.
IEEE Trans. Geosci. Remote. Sens.
Francesca Bovolo, Lorenzo Bruzzone, Silvia Marchesi
2008 J jnl
A Context-Sensitive Clustering Technique Based on Graph-Cut Initialization and Expectation-Maximization Algorithm.
IEEE Geosci. Remote. Sens. Lett.
Mayank Tyagi, Francesca Bovolo, Ankit K. Mehra, Subhasis Chaudhuri, Lorenzo Bruzzone
2008 — conf
A Context-Sensitive Technique Robust to Registration Noise for Change Detection in Very High Resolution Multispectral Images.
IGARSS (3)
Francesca Bovolo, Lorenzo Bruzzone, Silvia Marchesi
2008 J jnl
A Novel Approach to Unsupervised Change Detection Based on a Semisupervised SVM and a Similarity Measure.
IEEE Trans. Geosci. Remote. Sens.
Francesca Bovolo, Lorenzo Bruzzone, Mattia Marconcini
2008 — conf
An Adaptive Technique based on Similarity Measures for Change Detection in Very High Resolution SAR Images.
IGARSS (3)
Francesca Bovolo, Lorenzo Bruzzone
2008 J jnl
An Automatic System for the Analysis and Classification of Human Atrial Fibrillation Patterns from Intracardiac Electrograms.
IEEE Trans. Biomed. Eng.
Giandomenico Nollo, Mattia Marconcini, Luca Faes, Francesca Bovolo, Flavia Ravelli, Lorenzo Bruzzone
2008 J jnl
An Unsupervised Technique Based on Morphological Filters for Change Detection in Very High Resolution Images.
IEEE Geosci. Remote. Sens. Lett.
Mauro Dalla Mura, Jón Atli Benediktsson, Francesca Bovolo, Lorenzo Bruzzone
2008 J jnl
Multidimensional Probability Density Function Matching for Preprocessing of Multitemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Shilpa Inamdar, Francesca Bovolo, Lorenzo Bruzzone, Subhasis Chaudhuri
2007 J jnl
A Context-Sensitive Technique for Unsupervised Change Detection Based on Hopfield-Type Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Susmita Ghosh, Lorenzo Bruzzone, Swarnajyoti Patra, Francesca Bovolo, Ashish Ghosh
2007 — conf
A Multiscale Change Detection Technique Robust to Registration Noise.
PReMI
Lorenzo Bruzzone, Francesca Bovolo, Silvia Marchesi
2007 J jnl
A Split-Based Approach to Unsupervised Change Detection in Large-Size Multitemporal Images: Application to Tsunami-Damage Assessment.
IEEE Trans. Geosci. Remote. Sens.
Francesca Bovolo, Lorenzo Bruzzone
2007 J jnl
A Theoretical Framework for Unsupervised Change Detection Based on Change Vector Analysis in the Polar Domain.
IEEE Trans. Geosci. Remote. Sens.
Francesca Bovolo, Lorenzo Bruzzone
2007 C conf
An unsupervised change detection technique based on Bayesian initialization and semisupervised SVM.
IGARSS
Francesca Bovolo, Lorenzo Bruzzone, Mattia Marconcini
2006 C conf
A Novel Context-Sensitive SVM for Classification of Remote Sensing Images.
IGARSS
Francesca Bovolo, Lorenzo Bruzzone, Mattia Marconcini
2006 C conf
A Novel Theoretical Framework for Unsupervised Change Detection Based on CVA in Polar Domain.
IGARSS
Francesca Bovolo, Lorenzo Bruzzone
2005 — conf
A Context-Sensitive Technique Based on Support Vector Machines for Image Classification.
PReMI
Francesca Bovolo, Lorenzo Bruzzone
2005 J jnl
A detail-preserving scale-driven approach to change detection in multitemporal SAR images.
IEEE Trans. Geosci. Remote. Sens.
Francesca Bovolo, Lorenzo Bruzzone
2005 C conf
A multilevel parcel-based approach to change detection in very high resolution multitemporal images.
IGARSS
Francesca Bovolo, Lorenzo Bruzzone
2005 — conf
An adaptive multiscale approach to unsupervised change detection in multitemporal SAR images.
ICIP (1)
Francesca Bovolo, Lorenzo Bruzzone