Giampaolo Ferraioli

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 69

Top Venues

IGARSS

IEEE Trans. Geosci. Remote. Sens.

Remote. Sens.

CoRR

Publications

Xialei Lu, Sergio Vitale, Hossein Aghababei, Giampaolo Ferraioli, Vito Pascazio
Training Supervised Neural Networks for PolSAR Despeckling With an Hybrid Approach. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Muhammad Ali, Gilda Schirinzi, Zeeshan Afzal, Alessandra Budillon, Muhammad Saleem Mughal, Sajid Hussain, Giampaolo Ferraioli
Estimation of Co-Seismic Surface Deformation Induced by 24 September 2019 Mirpur, Pakistan Earthquake along an Active Blind Fault Using Sentinel-1 TOPS Interferometry. Remote. Sens. 16 (8) (2024)
Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
CATSNet: a context-aware network for Height Estimation in a Forested Area based on Pol-TomoSAR data. CoRR (2024)
Luís Gómez Déniz, Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
Assessment of Deep Learning Based Solutions for SAR Image Despeckling. IGARSS (2023)
Hossein Aghababaei, Giampaolo Ferraioli, Sergio Vitale
Deep Learning based Data Augmentation for Restoring SAR Images. IGARSS (2023)
Muhammad Ali, Zohaib Afzal, Alessandra Budillon, Giampaolo Ferraioli, Sajid Hussain, Gilda Schirinzi
Pakistan Earthquake Study Using Sentinel-1 Tops Interferometry. IGARSS (2023)
Sergio Vitale, Giampaolo Ferraioli, Alejandro C. Frery, Vito Pascazio, Dong-Xiao Yue, Feng Xu
SAR Despeckling Using Multiobjective Neural Network Trained With Generic Statistical Samples. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Hossein Aghababaei, Giampaolo Ferraioli, Alfred Stein, Sergio Vitale
Deep-Learning-Based Polarimetric Data Augmentation: Dual2Full-Pol Extension. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
A Deep Learning Solution for Height Estimation on a Forested Area Based on Pol-TomoSAR Data. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xialei Lu, Sergio Vitale, Hossein Aghababaei, Wenyu Yang, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
Multi-Objective Neural Network for Polsar Image Restoration. IGARSS (2023)
Wenyu Yang, Hossein Aghababaei, Giampaolo Ferraioli, X. Lu, Vito Pascazio, Sergio Vitale, Gilda Schirinzi
DL Based Forest Height Reconstruction Using Single-Pol Tomosar Images. IGARSS (2023)
Sergio Vitale, Giampaolo Ferraioli, Wenyu Yang, Gilda Schirinzi, Vito Pascazio
A multi-objective deep learning based approach for SAR image reconstruction in urban environment. JURSE (2023)
Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
A Deep Learning Solution for Height Inversion on Forested Areas Using Single and Dual Polarimetric TomoSAR. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Benyamin Hosseiny, Jalal Amini, Hossein Aghababaei, Giampaolo Ferraioli
Enabling High-Resolution Micro-Vibration Detection Using Ground-Based Synthetic Aperture Radar: A Case Study for Pipeline Monitoring. Remote. Sens. 15 (16) (2023)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
Analysis on the Building of Training Dataset for Deep Learning SAR Despeckling. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Hossein Aghababaei, Giampaolo Ferraioli, Sergio Vitale, Roghayeh Zamani, Gilda Schirinzi, Vito Pascazio
Nonlocal Model-Free Denoising Algorithm for Single- and Multichannel SAR Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hossein Aghababaei, Sergio Vitale, Roghayeh Zamani, Giampaolo Ferraioli
Fully Polarimetric Sar Image Despeckling using Deep Neural Netwrok. IGARSS (2022)
Hossein Aghababaei, Giampaolo Ferraioli, Alfred Stein, Luís Gómez Déniz
Polarization Optimization for the Detection of Multiple Persistent Scatterers Using SAR Tomography. Remote. Sens. 14 (9) (2022)
Sergio Vitale, Giampaolo Ferraioli, M. Ali, Vito Pascazio, L. Ricciotti, G. Roviello, Gilda Schirinzi
Marine Plastic Detection Using Optical Data. IGARSS (2022)
Elena Martellato, Alice Maria Piccirillo, Giampaolo Ferraioli, Alessandra Rotundi, Vincenzo Della Corte, Pasquale Palumbo, Emanuele Alcaras, Luca Appolloni, Giuseppe Aulicino, Ivano Bertini, Vincenzo Capozzi, Elena Catucci, Zelia Dionnet, Pasquale Di Palma, Flavio Esposito, Emanuele Ferrentino, Anna Innac, Laura Inno, Silvia Pennino, Simona Saviano, Giuseppina Tirimberio, Stefania Campopiano, Elena Chianese, Pier Paolo Franzese, Giannetta Fusco, Salvatore Gaglione, Agostino Iadicicco, Ferdinando Nunziata, Claudio Parente, Vincenzo Piscopo, Angelo Riccio, Giovanni Fulvio Russo, Enrico Zambianchi
A New Orbiting Deployable System for Small Satellite Observations for Ecology and Earth Observation. Remote. Sens. 14 (9) (2022)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
InSAR-MONet: Interferometric SAR Phase Denoising Using a Multiobjective Neural Network. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wenyu Yang, Alessandra Budillon, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi, Sergio Vitale
A Deep Learning Solution for Height Reconstruction in SAR Tomography. IGARSS (2022)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
A CNN Based Solution for InSAR Phase Denoising. IGARSS (2022)
Roghayeh Zamani, Hossein Aghababaei, Giampaolo Ferraioli
Efficiency of Contextual Information in Processing of Interferometric Data Stacks. IGARSS (2021)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
Multi-Objective CNN-Based Algorithm for SAR Despeckling. IEEE Trans. Geosci. Remote. Sens. 59 (11) (2021)
Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi, Sergio Vitale, Mengdao Xing, Hanwen Yu, Lifan Zhou
Joint Phase Unwrapping and Speckle Filtering by Using Convolutional Neural Networks. IGARSS (2021)
Sergio Vitale, Dong-Xiao Yue, Giampaolo Ferraioli, Feng Xu, Vito Pascazio, Alejandro C. Frery
Multi-Objective Neural Network for Despeckling with a General Statistical Model. IGARSS (2021)
Hossein Aghababaei, Giampaolo Ferraioli
Statistical Indices for Despeckling Evaluation in Multichannel SAR Images. IEEE Geosci. Remote. Sens. Lett. 18 (2) (2021)
Hossein Aghababaei, Giampaolo Ferraioli, Roghayeh Zamani
Polarimetric SAR Images for Characterization of Urban Targets. IGARSS (2021)
Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
A Multi-Objective Approach for Multi-Channel SAR Despeckling. IGARSS (2021)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
Edge Preserving CNN SAR Despeckling Algorithm. CoRR (2020)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
Multi-Objective CNN Based Algorithm for SAR Despeckling. CoRR (2020)
Bilel Kanoun, Michele Ambrosanio, Fabio Baselice, Giampaolo Ferraioli, Vito Pascazio, Luis Gómez
Anisotropic Weighted KS-NLM Filter for Noise Reduction in MRI. IEEE Access 8 (2020)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
Complexity Analysis of an Edge Preserving CNN SAR Despeckling Algorithm. CoRR (2020)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
Complexity Analysis of an Edge Preserving CNN SAR Despeckling Algorithm. IGARSS (2020)
Hossein Aghababaee, Alessandra Budillon, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
On the Separation of Ground and Canopy Scatterings Using Single Polarimetric Multi-Baseline SAR Tomography. IGARSS (2019)
Florence Tupin, Loïc Denis, Charles-Alban Deledalle, Giampaolo Ferraioli
Ten Years of Patch-Based Approaches for Sar Imaging: A Review. IGARSS (2019)
Hossein Aghababaee, Bilel Kanoun, Sergio Vitale, Giampaolo Ferraioli
The use of NL paradigm in SAR applications. RTSI (2019)
Hossein Aghababaee, Alessandra Budillon, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
Three-Dimensional Target Scattering Classification Using Full-Rank Polarimetric Tomographic SAR Focusing. IGARSS (2019)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
A New Ratio Image Based CNN Algorithm For SAR Despeckling. CoRR (2019)
Alessandra Budillon, Giampaolo Ferraioli, Angel Caroline Johnsy, Vito Pascazio, Gilda Schirinzi
TomoSAR Application for Early Warning in Infrastructure Health Monitoring. IGARSS (2019)
Giampaolo Ferraioli, Vito Pascazio, Sergio Vitale
A Novel Cost Function for Despeckling using Convolutional Neural Networks. CoRR (2019)
Hossein Aghababaee, Giampaolo Ferraioli, Gilda Schirinzi
Polarization Analysis of the Impact of Temporal Decorrelation in Synthetic Aperture Radar (SAR) Tomography. Remote. Sens. 11 (6) (2019)
Bilel Kanoun, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
Fast GPU-Based Enhanced Wiener Filter for Despeckling SAR Data. Remote. Sens. 11 (12) (2019)
Hossein Aghababaee, Giampaolo Ferraioli, Gilda Schirinzi
Differential SAR Tomography Reconstruction Robust to Temporal Decorrelation Effects. IEEE Trans. Geosci. Remote. Sens. 57 (11) (2019)
Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
Ratio-Based Nonlocal Anisotropic Despeckling Approach for SAR Images. IEEE Trans. Geosci. Remote. Sens. 57 (10) (2019)
Giampaolo Ferraioli, Loïc Denis, Charles-Alban Deledalle, Florence Tupin
The Exploitation of the Non Local Paradigm for SAR 3d Reconstruction. IGARSS (2019)
Hossein Aghababaee, Giampaolo Ferraioli, Laurent Ferro-Famil, Gilda Schirinzi, Yue Huang
Sparsity Based Full Rank Polarimetric Reconstruction of Coherence Matrix T. Remote. Sens. 11 (11) (2019)
Hossein Aghababaee, Giampaolo Ferraioli, Gilda Schirinzi, Vito Pascazio
Regularization of SAR Tomography for 3-D Height Reconstruction in Urban Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (2) (2019)
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
A New Ratio Image Based CNN Algorithm for SAR Despeckling. IGARSS (2019)
Hossein Aghababaee, Giampaolo Ferraioli, Gilda Schirinzi, Vito Pascazio
Corrections to "Regularization of SAR Tomography for 3-D Height Reconstruction in Urban Areas". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (3) (2019)
Giampaolo Ferraioli, Vito Pascazio, Sergio Vitale
A Novel Cost Function for Despeckling using Convolutional Neural Networks. JURSE (2019)
Rosaria Rucco, Antonietta Sorriso, Marianna Liparoti, Giampaolo Ferraioli, Pierpaolo Sorrentino, Michele Ambrosanio, Fabio Baselice
, 1613. Sensors 18 (8) (2018)
Giampaolo Ferraioli, Charles-Alban Deledalle, Loïc Denis, Florence Tupin
Parisar: Patch-Based Estimation and Regularized Inversion for Multibaseline SAR Interferometry. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Rosaria Rucco, Antonietta Sorriso, Marianna Liparoti, Giampaolo Ferraioli, Pierpaolo Sorrentino, Michele Ambrosanio, Fabio Baselice
Type and Location of Wearable Sensors for Monitoring Falls during Static and Dynamic Tasks in Healthy Elderly: A Review. Sensors 18 (5) (2018)
Giampaolo Ferraioli, Bilel Kanoun, Vito Pascazio, Gilda Schimzi
SAR Image Restoration via a NL Approach Based on the KS Test. IGARSS (2018)
Hossein Aghababaee, Giampaolo Ferraioli, Gilda Schirinzi, Mahmod Reza Sahebi
The Role of Nonlocal Estimation in SAR Tomographic Imaging of Volumetric Media. IEEE Geosci. Remote. Sens. Lett. 15 (5) (2018)
Hossein Aghababaee, Alessandra Budillon, Giampaolo Ferraioli, Gianfranco Fornaro, Vito Pascazio, Gilda Schirinzi
Phase Error Compensation in Multi-Baseline SAR Tomography. IGARSS (2018)
Fabio Baselice, Giampaolo Ferraioli, Michele Ambrosanio, Vito Pascazio, Gilda Schirinzi
Enhanced Wiener filter for ultrasound image restoration. Comput. Methods Programs Biomed. 153 (2018)
Hossein Aghababaei, Alessandra Budillon, Giampaolo Ferraioli, Angel Caroline Johnsy, Vito Pascazio, Gilda Schirinzi
Multiple Scatterers Detection Based on Signal Correlation Eploitation in Urban Sar Tomography. IGARSS (2018)
Hossein Aghababaee, Alessandra Budillon, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
Full 3D DEM Generation in Urban Area By Improving Estimation from SAR Tomography. IGARSS (2018)
Sergio Vitale, Giampaolo Ferraioli, Giuseppe Scarpa
A CNN-Based Model for Pansharpening of WorldView-3 Images. IGARSS (2018)
Alessandra Budillon, Michele Crosetto, Giampaolo Ferraioli, Angel Caroline Johnsy, Oriol Monserrat, Gilda Schirinzi
Scatterer detection in urban environment using persistent scatterer interferometry and SAR tomography. IGARSS (2017)
Hossein Aghababaee, Alessandra Budillon, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
On the role of non-local filtering in forest vertical structure characterization using SAR tomography. IGARSS (2017)
Fabio Baselice, Giampaolo Ferraioli, Angel Caroline Johnsy, Vito Pascazio, Gilda Schirinzi
Urban SAR image filtering exploiting Bayesian estimation theory. JURSE (2017)
Roberto Ambrosino, Fabio Baselice, Giampaolo Ferraioli, Gilda Schirinzi
Extended Kalman Filter for Multichannel InSAR Height Reconstruction. IEEE Trans. Geosci. Remote. Sens. 55 (10) (2017)
Michele Ambrosanio, Fabio Baselice, Giampaolo Ferraioli, Emanuele Ferrentino, Vito Pascazio
Kolgomorov Smirnov test based approach for SAR automatic target recognition. IGARSS (2017)
Fabio Baselice, Giampaolo Ferraioli, Angel Caroline Johnsy, Vito Pascazio, Gilda Schirinzi
SAR despeckling based on Enhanced Wiener Filter. IGARSS (2016)
Fabio Baselice, Giampaolo Ferraioli, Sergyi Lukin, Gianfranco Matuozzo, Vito Pascazio, Gilda Schirinzi
A New Methodology for 3D Target Detection in Automotive Radar Applications. Sensors 16 (5) (2016)
Roberto Ambrosino, Fabio Baselice, Giampaolo Ferraioli, Gilda Schirinzi
A novel application of Kalman Filter: 3D Reconstruction of urban areas from InSAR data. JURSE (2015)
Fabio Baselice, Luigi Coppolino, Salvatore D'Antonio, Giampaolo Ferraioli, Luigi Sgaglione
A DBSCAN based approach for jointly segment and classify brain MR images. EMBC (2015)
Charles-Alban Deledalle, Loïc Denis, Giampaolo Ferraioli, Florence Tupin
Combining patch-based estimation and total variation regularization for 3D InSAR reconstruction. IGARSS (2015)
Fabio Baselice, Davide Chirico, Giampaolo Ferraioli, Gilda Schirinzi
Probabilistic data association Kalman filter for multi-channel phase unwrapping. IGARSS (2015)
Fabio Baselice, Giampaolo Ferraioli, Angel Caroline Johnsy, Vito Pascazio, Gilda Schirinzi
Speckle reduction based on Wiener filter in ultrasound images. EMBC (2015)
Fabio Baselice, Giampaolo Ferraioli, Angel Caroline Johnsy, Vito Pascazio, Gilda Schirinzi
A Bayesian method for speckle reduction in single-look SAR images. IGARSS (2015)
Fabio Baselice, Vito Pascazio, Giampaolo Ferraioli
The exploitation of multiple MR measurements for diagnosis support. M&N (2015)
Fabio Baselice, Giampaolo Ferraioli, Diego Reale
Multi-frequency and multi-baseline ground based SAR for environmental monitoring. M&N (2015)
Fabio Baselice, Giampaolo Ferraioli, Vito Pascazio
Relaxation time based classification of magnetic resonance brain images. Medical Imaging: Image Processing (2015)
Fabio Baselice, Giampaolo Ferraioli, Alessandro Grassia, Vito Pascazio
Optimal Configuration for Relaxation Times Estimation in Complex Spin Echo Imaging. Sensors 14 (2) (2014)
Fabio Baselice, Vito Pascazio, Gilda Schirinzi, Giampaolo Ferraioli, Diego Reale
Ground Based SAR for environmental risk monitoring. EMTC (2014)
Roberto Ambrosino, Fabio Baselice, Giampaolo Ferraioli, Gilda Schirinzi
InSAR urban DEM generation using Extended Kalman filter. IGARSS (2014)
Fabio Baselice, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
A new phase unwrapping approach using mutually correlated multi-baseline interferograms. IGARSS (2014)
Fabio Baselice, Alessandra Budillon, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
Multibaseline SAR Interferometry from Complex Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (7) (2014)
Fabio Baselice, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
Contextual Information-Based Multichannel Synthetic Aperture Radar Interferometry: Addressing DEM reconstruction using contextual information. IEEE Signal Process. Mag. 31 (4) (2014)
Fabio Baselice, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi
Joint InSAR DEM and deformation estimation in a Bayesian framework. IGARSS (2014)
Michele Ambrosanio, Fabio Baselice, Giampaolo Ferraioli, Vito Pascazio
Intra voxel analysis in MRI. Medical Imaging: Image Processing (2014)
Fabio Baselice, Giampaolo Ferraioli, Vito Pascazio
Markovian Change Detection of Urban Areas Using Very High Resolution Complex SAR Images. IEEE Geosci. Remote. Sens. Lett. 11 (5) (2014)
Alessandra Budillon, Giampaolo Ferraioli, Gilda Schirinzi
Localization Performance of Multiple Scatterers in Compressive Sampling SAR Tomography: Results on COSMO-SkyMed Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (7) (2014)
Fabio Baselice, Giampaolo Ferraioli, Flavia Lenti, Vito Pascazio
A new application of compressive sensing in MRI. Medical Imaging: Image Processing (2014)
Fabio Baselice, Giampaolo Ferraioli, Diego Reale
Edge Detection Using Real and Imaginary Decomposition of SAR Data. IEEE Trans. Geosci. Remote. Sens. 52 (7) (2014)
Fabio Baselice, Giampaolo Ferraioli, Vito Pascazio
SAR change detection in a Markovian Bayesian framework. IGARSS (2013)
Fabio Baselice, Giampaolo Ferraioli, Vito Pascazio
Lake shore extraction exploiting complex decomposition. IGARSS (2013)
Fabio Baselice, Giampaolo Ferraioli
Unsupervised Coastal Line Extraction From SAR Images. IEEE Geosci. Remote. Sens. Lett. 10 (6) (2013)
Fabio Baselice, Giampaolo Ferraioli, Vito Pascazio
A least square estimator for spin-spin relaxation time in Magnetic Resonance imaging. CompIMAGE (2012)
Aymen Shabou, Fabio Baselice, Giampaolo Ferraioli
Urban Digital Elevation Model Reconstruction Using Very High Resolution Multichannel InSAR Data. IEEE Trans. Geosci. Remote. Sens. 50 (11) (2012)
Fabio Baselice, Giampaolo Ferraioli, Diego Reale
A complex data based building edge detector for TanDEM-X Mission. IGARSS (2012)
Fabio Baselice, Giampaolo Ferraioli
Statistical Edge Detection in Urban Areas Exploiting SAR Complex Data. IEEE Geosci. Remote. Sens. Lett. 9 (2) (2012)
Fabio Baselice, Giampaolo Ferraioli, Vito Pascazio
Man-made structure edge detector using a single Cosmo-SKYMED Spotlight image. IGARSS (2012)
Fabio Baselice, Giampaolo Ferraioli, Vito Pascazio
Coastal line extraction from SAR multi-channel images. TyWRRS (2012)
Fabio Baselice, Giampaolo Ferraioli, Alessandro Grassia, Vito Pascazio
Building edge detection from SAR complex data. IGARSS (2011)

Giampaolo Ferraioli.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Giampaolo Ferraioli