Francescopaolo Sica

According to our database, Francescopaolo Sica authored at least 27 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation.

Michael Schmitt, Seyed Ali Ahmadi, Yonghao Xu, Gülsen Taskin, Ujjwal Verma, Francescopaolo Sica, Ronny Hänsch

CoRR, 2023

Self-Supervised Learning for InSAR Phase and Coherence Estimation.

Francescopaolo Sica, Pavan Muguda Sanjeevamurthy, Michael Schmitt

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

2022

A CNN-Based Coherence-Driven Approach for InSAR Phase Unwrapping.

Francescopaolo Sica, Francesco Calvanese, Giuseppe Scarpa, Paola Rizzoli

IEEE Geosci. Remote. Sens. Lett., 2022

Generalization in Object Recognition from SAR Imagery.

Francescopaolo Sica, Andrea Pulella, Carlos Villamil Lopez, Harald Anglberger, Ronny Hänsch

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

Deep Learning-Based SAR Interferogram Synthesis from Raster and Land Cover Data.

Philipp Sibler, Francescopaolo Sica, Michael Schmitt

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

2021

Φ-Net: Deep Residual Learning for InSAR Parameters Estimation.

Francescopaolo Sica, Giorgia Gobbi, Paola Rizzoli, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2021

Situational Awareness of Large Infrastructures Using Remote Sensing: The Rome-Fiumicino Airport during the COVID-19 Lockdown.

Andrea Pulella, Francescopaolo Sica

Remote. Sens., 2021

The Global Water Body Layer from TanDEM-X Interferometric SAR Data.

José-Luis Bueso-Bello, Michele Martone, Carolina González, Francescopaolo Sica, Paolo Valdo, Philipp Posovszky, Andrea Pulella, Paola Rizzoli

Remote. Sens., 2021

InSAR Decorrelation at X-Band From the Joint TanDEM-X/PAZ Constellation.

Francescopaolo Sica, Sofie Bretzke, Andrea Pulella, José-Luis Bueso-Bello, Michele Martone, Pau Prats-Iraola, María José González Bonilla, Michael Schmitt, Paola Rizzoli

IEEE Geosci. Remote. Sens. Lett., 2021

Deep Learning for Mapping the Amazon Rainforest with TanDEM-X.

José-Luis Bueso-Bello, Andrea Pulella, Francescopaolo Sica, Paola Rizzoli

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

2020

Multi-Temporal Sentinel-1 Backscatter and Coherence for Rainforest Mapping.

Andrea Pulella, Rodrigo Aragão Santos, Francescopaolo Sica, Philipp Posovszky, Paola Rizzoli

Remote. Sens., 2020

Modeling Temporal Decorrelation at X-Band by Combining Tandem-X and PAZ Insar Data.

Francescopaolo Sica, Sofie Bretzke, Andrea Pulella, Michele Martone, José-Luis Bueso-Bello, María José González Bonilla, Paola Rizzoli

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

2019

TanDEM-X Forest Mapping Using Convolutional Neural Networks.

Antonio Mazza, Francescopaolo Sica, Paola Rizzoli, Giuseppe Scarpa

Remote. Sens., 2019

Forest Classification and Deforestation Mapping by Means of Sentinel-1 InSAR Stacks.

Francescopaolo Sica, Andrea Pulella, Paola Rizzoli

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

Analysis Of Offset-Compensated Nonlocal Filtering for InSAR DEM Generation.

Francescopaolo Sica, Nicola Gollin

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

Deep Learning Solutions for Tandem-X-Based Forest Classification.

Antonio Mazza, Francescopaolo Sica

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

2018

InSAR-BM3D: A Nonlocal Filter for SAR Interferometric Phase Restoration.

Francescopaolo Sica, Davide Cozzolino, Xiao Xiang Zhu, Luisa Verdoliva, Giovanni Poggi

IEEE Trans. Geosci. Remote. Sens., 2018

The Offset-Compensated Nonlocal Filtering of Interferometric Phase.

Francescopaolo Sica, Davide Cozzolino, Luisa Verdoliva, Giovanni Poggi

Remote. Sens., 2018

High-Resolution Forest Mapping from TanDEM-X Interferometric Data Exploiting Nonlocal Filtering.

Michele Martone, Francescopaolo Sica, Carolina González, José-Luis Bueso-Bello, Paolo Valdo, Paola Rizzoli

Remote. Sens., 2018

Observation Strategy and Flight Configuration for Monitoring Earth Dynamics with the Tandem-L Mission.

Daniela Borla Tridon, Francescopaolo Sica, Francesco De Zan, Markus Bachmann, Gerhard Krieger

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

Exploiting Nonlocal Filters for High-Resolution Insar Dem Generation.

Francescopaolo Sica, Michele Martone, Muriel Pinheiro, Davide Cozzolino, Pau Prats-Iraola, Giovanni Poggi

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

A Novel Approach to Monitor Deforestation in the Amazon Rainforest by Means of Sentinel-1 and Tandem-X Data.

Paola Rizzoli, José-Luis Bueso-Bello, Andrea Pulella, Francescopaolo Sica, Manfred Zink

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

2016

Non-local methods for InSAR parameters estimation.

Francescopaolo Sica

PhD thesis, 2016

2015

Nonlocal Adaptive Multilooking in SAR Multipass Differential Interferometry.

Francescopaolo Sica, Diego Reale, Giovanni Poggi, Luisa Verdoliva, Gianfranco Fornaro

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Detection of single scatterers in multilook SAR Tomography.

Diego Reale, Walter Franzé, Antonio Pauciullo, Francescopaolo Sica, Simona Verde, Gianfranco Fornaro

Proceedings of the Joint Urban Remote Sensing Event, 2015

2014

Benefits of blind speckle decorrelation for InSAR processing.

Francescopaolo Sica, Luciano Alparone, Fabrizio Argenti, Gianfranco Fornaro, Alessandro Lapini, Diego Reale

Proceedings of the SAR Image Analysis, 2014

2012

Non-local methods for filtering interferometric SAR datasets.

Giovanni Poggi, Francescopaolo Sica, Luisa Verdoliva, Gianfranco Fornaro, Diego Reale, Simona Verde

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