Sergio Vitale

Orcid: 0000-0001-9784-0070

According to our database1, Sergio Vitale authored at least 36 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Training Supervised Neural Networks for PolSAR Despeckling With an Hybrid Approach.
IEEE Geosci. Remote. Sens. Lett., 2024

CATSNet: a context-aware network for Height Estimation in a Forested Area based on Pol-TomoSAR data.
CoRR, 2024

2023
A Deep Learning Solution for Height Estimation on a Forested Area Based on Pol-TomoSAR Data.
IEEE Trans. Geosci. Remote. Sens., 2023

SAR Despeckling Using Multiobjective Neural Network Trained With Generic Statistical Samples.
IEEE Trans. Geosci. Remote. Sens., 2023

Deep-Learning-Based Polarimetric Data Augmentation: Dual2Full-Pol Extension.
IEEE Trans. Geosci. Remote. Sens., 2023

A Deep Learning Solution for Height Inversion on Forested Areas Using Single and Dual Polarimetric TomoSAR.
IEEE Geosci. Remote. Sens. Lett., 2023

A multi-objective deep learning based approach for SAR image reconstruction in urban environment.
Proceedings of the Joint Urban Remote Sensing Event, 2023

DL Based Forest Height Reconstruction Using Single-Pol Tomosar Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multi-Objective Neural Network for Polsar Image Restoration.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Assessment of Deep Learning Based Solutions for SAR Image Despeckling.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Deep Learning based Data Augmentation for Restoring SAR Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
InSAR-MONet: Interferometric SAR Phase Denoising Using a Multiobjective Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Pansharpening by Convolutional Neural Networks in the Full Resolution Framework.
IEEE Trans. Geosci. Remote. Sens., 2022

Nonlocal Model-Free Denoising Algorithm for Single- and Multichannel SAR Data.
IEEE Trans. Geosci. Remote. Sens., 2022

Analysis on the Building of Training Dataset for Deep Learning SAR Despeckling.
IEEE Geosci. Remote. Sens. Lett., 2022

A Deep Learning Solution for Height Reconstruction in SAR Tomography.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A CNN Based Solution for InSAR Phase Denoising.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Marine Plastic Detection Using Optical Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Fully Polarimetric Sar Image Despeckling using Deep Neural Netwrok.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Multi-Objective CNN-Based Algorithm for SAR Despeckling.
IEEE Trans. Geosci. Remote. Sens., 2021

Multi-Objective Neural Network for Despeckling with a General Statistical Model.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Multi-Objective Approach for Multi-Channel SAR Despeckling.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Joint Phase Unwrapping and Speckle Filtering by Using Convolutional Neural Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
A Detail-Preserving Cross-Scale Learning Strategy for CNN-Based Pansharpening.
Remote. Sens., 2020

Edge Preserving CNN SAR Despeckling Algorithm.
CoRR, 2020

A Cross-Scale Loss for CNN-Based Pansharpening.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Complexity Analysis of an Edge Preserving CNN SAR Despeckling Algorithm.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Guided Patchwise Nonlocal SAR Despeckling.
IEEE Trans. Geosci. Remote. Sens., 2019

The use of NL paradigm in SAR applications.
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.
Proceedings of the Joint Urban Remote Sensing Event, 2019

A New Ratio Image Based CNN Algorithm for SAR Despeckling.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A CNN-Based Pansharpening Method with Perceptual Loss.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Sar Tomography Based on Deep Learning.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Target-Adaptive CNN-Based Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2018

Guided patch-wise nonlocal SAR despeckling.
CoRR, 2018

A CNN-Based Model for Pansharpening of WorldView-3 Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018


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