Giampaolo Ferraioli

Remote. Sens., April, 2024

Training Supervised Neural Networks for PolSAR Despeckling With an Hybrid Approach.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

Assessment of Spectral based Solutions for the Detection of Floating Marine Debris.

[BibT_eX]

[DOI]

CoRR, 2024

CATSNet: a context-aware network for Height Estimation in a Forested Area based on Pol-TomoSAR data.

[BibT_eX]

[DOI]

CoRR, 2024

Polsar Image Classification with Transformer.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Analysis of A Deep Learning Solution for Tomosar Forest Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Classical and AI Based SAR Tomography: A Comparison in Urban Application.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Attributed Scattering Center Characteristic Extraction with Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Different Training Solution for Amplitude SAR Despeckling.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Coastline Extraction Using SAR Images and Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

PolSAR Classification Assessment for Deep Learning Despeckling Filter.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

A Deep Learning Solution to Phase Calibration of SAR Tomography.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

2023

Enabling High-Resolution Micro-Vibration Detection Using Ground-Based Synthetic Aperture Radar: A Case Study for Pipeline Monitoring.

[BibT_eX]

[DOI]

Remote. Sens., August, 2023

A Deep Learning Solution for Height Estimation on a Forested Area Based on Pol-TomoSAR Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

SAR Despeckling Using Multiobjective Neural Network Trained With Generic Statistical Samples.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Deep-Learning-Based Polarimetric Data Augmentation: Dual2Full-Pol Extension.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

A Deep Learning Solution for Height Inversion on Forested Areas Using Single and Dual Polarimetric TomoSAR.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

A multi-objective deep learning based approach for SAR image reconstruction in urban environment.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2023

DL Based Forest Height Reconstruction Using Single-Pol Tomosar Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multi-Objective Neural Network for Polsar Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Assessment of Deep Learning Based Solutions for SAR Image Despeckling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Pakistan Earthquake Study Using Sentinel-1 Tops Interferometry.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Deep Learning based Data Augmentation for Restoring SAR Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

InSAR-MONet: Interferometric SAR Phase Denoising Using a Multiobjective Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Nonlocal Model-Free Denoising Algorithm for Single- and Multichannel SAR Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A New Orbiting Deployable System for Small Satellite Observations for Ecology and Earth Observation.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Polarization Optimization for the Detection of Multiple Persistent Scatterers Using SAR Tomography.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Analysis on the Building of Training Dataset for Deep Learning SAR Despeckling.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

A Deep Learning Solution for Height Reconstruction in SAR Tomography.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A CNN Based Solution for InSAR Phase Denoising.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Marine Plastic Detection Using Optical Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Fully Polarimetric Sar Image Despeckling using Deep Neural Netwrok.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Multi-Objective CNN-Based Algorithm for SAR Despeckling.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Statistical Indices for Despeckling Evaluation in Multichannel SAR Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2021

Efficiency of Contextual Information in Processing of Interferometric Data Stacks.

[BibT_eX]

[DOI]

Roghayeh Zamani

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Multi-Objective Neural Network for Despeckling with a General Statistical Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Multi-Objective Approach for Multi-Channel SAR Despeckling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Joint Phase Unwrapping and Speckle Filtering by Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Polarimetric SAR Images for Characterization of Urban Targets.

[BibT_eX]

[DOI]

Roghayeh Zamani

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Edge Preserving CNN SAR Despeckling Algorithm.

[BibT_eX]

[DOI]

CoRR, 2020

Anisotropic Weighted KS-NLM Filter for Noise Reduction in MRI.

[BibT_eX]

[DOI]

IEEE Access, 2020

Complexity Analysis of an Edge Preserving CNN SAR Despeckling Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Ratio-Based Nonlocal Anisotropic Despeckling Approach for SAR Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Differential SAR Tomography Reconstruction Robust to Temporal Decorrelation Effects.

[BibT_eX]

[DOI]

Hossein Aghababaee

IEEE Trans. Geosci. Remote. Sens., 2019

Corrections to "Regularization of SAR Tomography for 3-D Height Reconstruction in Urban Areas".

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Regularization of SAR Tomography for 3-D Height Reconstruction in Urban Areas.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Fast GPU-Based Enhanced Wiener Filter for Despeckling SAR Data.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Polarization Analysis of the Impact of Temporal Decorrelation in Synthetic Aperture Radar (SAR) Tomography.

[BibT_eX]

[DOI]

Hossein Aghababaee

Remote. Sens., 2019

Sparsity Based Full Rank Polarimetric Reconstruction of Coherence Matrix T.

[BibT_eX]

[DOI]

Remote. Sens., 2019

The use of NL paradigm in SAR applications.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International forum on Research and Technology for Society and Industry, 2019

A Novel Cost Function for Despeckling using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2019

A New Ratio Image Based CNN Algorithm for SAR Despeckling.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Ten Years of Patch-Based Approaches for Sar Imaging: A Review.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

The Exploitation of the Non Local Paradigm for SAR 3d Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

TomoSAR Application for Early Warning in Infrastructure Health Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Three-Dimensional Target Scattering Classification Using Full-Rank Polarimetric Tomographic SAR Focusing.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

On the Separation of Ground and Canopy Scatterings Using Single Polarimetric Multi-Baseline SAR Tomography.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Parisar: Patch-Based Estimation and Regularized Inversion for Multibaseline SAR Interferometry.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Correction: Rucco, R.; et al. Type and Location of Wearable Sensors for Monitoring Falls during Static and Dynamic Tasks in Healthy Elderly: A Review. <i>Sensors</i> 2018, <i>18</i>, 1613.

[BibT_eX]

[DOI]

Sensors, 2018

Type and Location of Wearable Sensors for Monitoring Falls during Static and Dynamic Tasks in Healthy Elderly: A Review.

[BibT_eX]

[DOI]

Sensors, 2018

The Role of Nonlocal Estimation in SAR Tomographic Imaging of Volumetric Media.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

Enhanced Wiener filter for ultrasound image restoration.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2018

A CNN-Based Model for Pansharpening of WorldView-3 Images.

[BibT_eX]

[DOI]

Giuseppe Scarpa

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

SAR Image Restoration via a NL Approach Based on the KS Test.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Multiple Scatterers Detection Based on Signal Correlation Eploitation in Urban Sar Tomography.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Full 3D DEM Generation in Urban Area By Improving Estimation from SAR Tomography.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Phase Error Compensation in Multi-Baseline SAR Tomography.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Extended Kalman Filter for Multichannel InSAR Height Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Urban SAR image filtering exploiting Bayesian estimation theory.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2017

Scatterer detection in urban environment using persistent scatterer interferometry and SAR tomography.

[BibT_eX]

[DOI]

Michele Crosetto

Oriol Monserrat

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Kolgomorov Smirnov test based approach for SAR automatic target recognition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

On the role of non-local filtering in forest vertical structure characterization using SAR tomography.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

A New Methodology for 3D Target Detection in Automotive Radar Applications.

[BibT_eX]

[DOI]

Sensors, 2016

SAR despeckling based on Enhanced Wiener Filter.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Relaxation time based classification of magnetic resonance brain images.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2015: Image Processing, 2015

A novel application of Kalman Filter: 3D Reconstruction of urban areas from InSAR data.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2015

The exploitation of multiple MR measurements for diagnosis support.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Measurements & Networking, 2015

Multi-frequency and multi-baseline ground based SAR for environmental monitoring.

[BibT_eX]

[DOI]

Diego Reale

Proceedings of the IEEE International Workshop on Measurements & Networking, 2015

Combining patch-based estimation and total variation regularization for 3D InSAR reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A Bayesian method for speckle reduction in single-look SAR images.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Probabilistic data association Kalman filter for multi-channel phase unwrapping.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Speckle reduction based on Wiener filter in ultrasound images.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A DBSCAN based approach for jointly segment and classify brain MR images.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Edge Detection Using Real and Imaginary Decomposition of SAR Data.

[BibT_eX]

[DOI]

Diego Reale

IEEE Trans. Geosci. Remote. Sens., 2014

Localization Performance of Multiple Scatterers in Compressive Sampling SAR Tomography: Results on COSMO-SkyMed Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Multibaseline SAR Interferometry from Complex Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Contextual Information-Based Multichannel Synthetic Aperture Radar Interferometry: Addressing DEM reconstruction using contextual information.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2014

Optimal Configuration for Relaxation Times Estimation in Complex Spin Echo Imaging.

[BibT_eX]

[DOI]

Sensors, 2014

Markovian Change Detection of Urban Areas Using Very High Resolution Complex SAR Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2014

A new application of compressive sensing in MRI.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2014: Image Processing, 2014

Intra voxel analysis in MRI.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2014: Image Processing, 2014

Joint InSAR DEM and deformation estimation in a Bayesian framework.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A new phase unwrapping approach using mutually correlated multi-baseline interferograms.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

InSAR urban DEM generation using Extended Kalman filter.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Ground Based SAR for environmental risk monitoring.

[BibT_eX]

[DOI]

Proceedings of the Euro Med Telco Conference, 2014

2013

Unsupervised Coastal Line Extraction From SAR Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2013

Lake shore extraction exploiting complex decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

SAR change detection in a Markovian Bayesian framework.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

Urban Digital Elevation Model Reconstruction Using Very High Resolution Multichannel InSAR Data.

[BibT_eX]

[DOI]

Aymen Shabou

IEEE Trans. Geosci. Remote. Sens., 2012

Statistical Edge Detection in Urban Areas Exploiting SAR Complex Data.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2012

Coastal line extraction from SAR multi-channel images.

[BibT_eX]

[DOI]

Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

A complex data based building edge detector for TanDEM-X Mission.

[BibT_eX]

[DOI]

Diego Reale

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Man-made structure edge detector using a single Cosmo-SKYMED Spotlight image.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A least square estimator for spin-spin relaxation time in Magnetic Resonance imaging.

[BibT_eX]

[DOI]

Proceedings of the Computational Modelling of Objects Represented in Images, 2012

2011

Building edge detection from SAR amplitude and phase data.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2011

Building edge detection from SAR complex data.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

Multichannel InSAR Building Edge Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2010

Field Map Reconstruction in Magnetic Resonance Imaging Using Bayesian Estimation.

[BibT_eX]

[DOI]

Aymen Shabou

Sensors, 2010

Relaxation Time Estimation from Complex Magnetic Resonance Images.

[BibT_eX]

[DOI]

Sensors, 2010

Three dimensional reconstruction of urban areas using jointly phase and amplitude multichannel images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

New trends in SAR tomography.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009

Multichannel Phase Unwrapping With Graph Cuts.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2009

DEM Reconstruction in Layover Areas From SAR and Auxiliary Input Data.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2009

Layover Solution in SAR Imaging: A Statistical Approach.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2009

Joint SAR Imaging and DEM Reconstruction from Multichannel Layover-affected SAR Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008

Phase-Offset Estimation in Multichannel SAR Interferometry.

[BibT_eX]

[DOI]

Giancarlo Ferraiuolo

IEEE Geosci. Remote. Sens. Lett., 2008

Bayesian DEM Reconstruction from SAR and Optical Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

Offset Phase Estimation in Multi-Channel InSAR DEM Reconstruction.

[BibT_eX]

[DOI]