Giovanni Cuozzo

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 18

Top Topics

Machine Learning

Confidence Estimates

Top Venues

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

Publications

Simone Pettinato, Emanuele Santi, Simonetta Paloscia, Fabrizio Baroni, Simone Pilia, Leonardo Santurri, Enrico Palchetti, Fabio Bovenga, Antonella Belmonte, Alberto Refice, Ilenia Argentiero, Roberto Colombo, Gabriele Bramati, Biagio Di Mauro, Carlo Marin, Giovanni Cuozzo, Ludovica De Gregorio, Mattia Callegari, M. S. Heredia, Valentina Premier, Claudia Notarnicola, Marco Pasian, Martina Lodigiani, Lorenzo Silvestri, Edoardo Cremonese, Antonio Montuori
Multi-Frequency SAR Images for Investigations of the Cryosphere: Preliminary Results of Criosar Project. IGARSS (2023)
Samuele De Petris, Giovanni Cuozzo, Claudia Notarnicola, Enrico Borgogno Mondino
Forest Height Estimation Using Sentinel-1 Interferometry. A Phase Unwrapping-Free Method Based on Least Squares Adjustment. ASITA (2022)
Emanuele Santi, Ludovica De Gregorio, Simone Pettinato, Giovanni Cuozzo, Alexander W. Jacob, Claudia Notarnicola, Daniel Günther, Ulrich Strasser, Francesca Cigna, Deodato Tapete, Simonetta Paloscia
On the Use of COSMO-SkyMed X-Band SAR for Estimating Snow Water Equivalent in Alpine Areas: A Retrieval Approach Based on Machine Learning and Snow Models. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Simonetta Paloscia, Emanuele Santi, Simone Pettinato, Alessandro Lapini, Giacomo Fontanelli, Simone Pilia, Fabrizio Baroni, Giuliano Ramat, Leonardo Santurri, Claudia Notarnicola, L. De Gregorio, Giovanni Cuozzo, Deodato Tapete, Francesca Cigna
Multifrequency SAR Data for Estimating Snow, Soil and Vegetation Parameters. IGARSS (2022)
Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Claudia Notarnicola, Giovanni Cuozzo, Ludovica De Gregorio, Francesca Cigna, Deodato Tapete
Snow Water Equivalent Retrieval from COSMO-SkyMed Observations Through Machine Learning Algorithms and Model Simulations. IGARSS (2021)
Simone Pettinato, Simonetta Paloscia, Emanuele Santi, Enrico Palchetti, L. De Gregorio, Claudia Notarnicola, Giovanni Cuozzo, Carlo Marin, Francesca Cigna, Deodato Tapete
Multi-Frequency SAR Images for SWE Retrieval in Alpine Areas Through Machine Learning APPROACHES. IGARSS (2020)
Mehdi Darvishi, Giovanni Cuozzo, Lorenzo Bruzzone, Faramarz Nilfouroushan
Performance Evaluation of Phase and Weather-Based Models in Atmospheric Correction With Sentinel-1Data: Corvara Landslide in the Alps. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Mehdi Darvishi, Giovanni Cuozzo, Lorenzo Bruzzone, Faramarz Nilfouroushan
Errata to "Performance Evaluation of Phase and Weather-Based Models in Atmospheric Correction With Sentinel-1Data: Corvara Landslide in the Alps". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Emanuele Santi, Simonetta Paloscia, Simone Pettinato, Giovanni Cuozzo, Antonio Padovano, Claudia Notarnicola, Clement Albinet
Machine-Learning Applications for the Retrieval of Forest Biomass from Airborne P-Band SAR Data. Remote. Sens. 12 (5) (2020)
Giovanni Cuozzo, Felix Greifeneder, Antonio Padovano, Romina Solorza, Giacomo Bertoldi, Claudia Notarnicola
Virtual Constellation of X-C And L Band SAR Images to Assess Soil And Vegetation Water Content in Agricultural Areas. IGARSS (2019)
Emanuele Santi, Mohammed Dabboor, Simone Pettinato, Simonetta Paloscia, Claudia Notarnicola, Felix Greifeneder, Giovanni Cuozzo
On The Use of Machine Learning and Polarimetry For Estimating Soil Moisture From Radarsat Imagery Over Italian And Canadian Test Sites. IGARSS (2019)
Aldo Bertone, Francesco Zucca, Carlo Marin, Claudia Notarnicola, Giovanni Cuozzo, Karl Krainer, Volkmar Mair, Paolo Riccardi, Mattia Callegari, Roberto Seppi
An Unsupervised Method to Detect Rock Glacier Activity by Using Sentinel-1 SAR Interferometric Coherence: A Regional-Scale Study in the Eastern European Alps. Remote. Sens. 11 (14) (2019)
Mehdi Darvishi, Romy Schlögel, Lorenzo Bruzzone, Giovanni Cuozzo
Integration of PSI, MAI, and Intensity-Based Sub-Pixel Offset Tracking Results for Landslide Monitoring with X-Band Corner Reflectors - Italian Alps (Corvara). Remote. Sens. 10 (3) (2018)
Emanuele Santi, Simone Pettinato, Simonetta Paloscia, Mohammed Dabboor, Claudia Notarnicola, Antonio Padovano, Felix Greifeneder, Giovanni Cuozzo
Estimating Soil Moisture from C and X Band Sar Using Machine Learning Algorithms and Compact Polarimetry. IGARSS (2018)
Mehdi Darvishi, Romy Schlögel, Christian Kofler, Giovanni Cuozzo, Martin Rutzinger, Thomas Zieher, Isabella Toschi, Fabio Remondino, Abraham Mejia-Aguilar, Benni Thiebes, Lorenzo Bruzzone
Sentinel-1 and Ground-Based Sensors for Continuous Monitoring of the Corvara Landslide (South Tyrol, Italy). Remote. Sens. 10 (11) (2018)
Gaia Vaglio Laurin, Francesco Pirotti, Mattia Callegari, Qi Chen, Giovanni Cuozzo, Emanuele Lingua, Claudia Notarnicola, Dario Papale
Potential of ALOS2 and NDVI to Estimate Forest Above-Ground Biomass, and Comparison with Lidar-Derived Estimates. Remote. Sens. 9 (1) (2017)
Romy Schlögel, Benni Thiebes, Marco Mulas, Giovanni Cuozzo, Claudia Notarnicola, Stefan Schneiderbauer, Mattia Crespi, Augusto Mazzoni, Volkmar Mair, Alessandro Corsini
Multi-Temporal X-Band Radar Interferometry Using Corner Reflectors: Application and Validation at the Corvara Landslide (Dolomites, Italy). Remote. Sens. 9 (7) (2017)
Simonetta Paloscia, Simone Pettinato, Emanuele Santi, Claudia Notarnicola, Felix Greifeneder, Giovanni Cuozzo
COSMO-SkyMed and radarsat image integration for soil moisture and vegetation biomass monitoring. IGARSS (2017)
Mattia Callegari, Alessio Cantone, Giovanni Cuozzo, Marco Defilippi, Claudia Notarnicola, Paolo Pasquali, Paolo Riccardi, Roberto Seppi, Santiago Seppi, Francesco Zucca
Combining RADARSAT-2 and COSMO-SkyMed data for alpine permafrost deformation monitoring. IGARSS (2015)
Simonetta Paloscia, Simone Pettinato, Emanuele Santi, Claudia Notarnicola, Felix Greifeneder, Giovanni Cuozzo, Irene Nicolini, Begüm Demir, Lorenzo Bruzzone
An analysis of the capabilities of COSMO-SKYMED and RADARSAT systems for agricultural area monitoring. IGARSS (2015)
Simonetta Paloscia, Simone Pettinato, Emanuele Santi, Claudia Notarnicola, Felix Greifeneder, Giovanni Cuozzo, Irene Nicolini, Begüm Demir, Lorenzo Bruzzone
Cosmo-SkyMed and RADARSAT2 image investigation for the monitoring of agricultural areas. SAR (2015)
Felix Greifeneder, Claudia Notarnicola, Giovanni Cuozzo, Giacomo Bertoldi, Stefano Della Chiesa, Georg Niedrist, Jelena Stamenkovic, Wolfgang Wagner
Estimation of surface soil moisture in alpine areas based on medium spatial resolution SAR time-series and upscaled in-situ measurements. SAR (2014)
Claudia Notarnicola, Luca Pasolli, Giovanni Cuozzo, Felix Greifeneder, Giacomo Bertoldi, Stefano Della Chiesa, Georg Niedrist, Davide Castelletti, Ulrike Tappeiner, Lorenzo Bruzzone, Marc Zebisch
Temporal and spatial soil moisture dynamics in mountain meadows by integrating Radarsat 2 images and ground data. IGARSS (2014)
Jelena Stamenkovic, Claudia Notarnicola, Nadine Spindler, Giovanni Cuozzo, Giacomo Bertoldi, Stefano Della Chiesa, Georg Niedrist, Felix Greifeneder, Devis Tuia, Maurice Borgeaud, Jean-Philippe Thiran
Soil moisture estimation using synergy of optical, SAR, and topographic data with Gaussian Process Regression. SAR (2014)
Simonetta Paloscia, Emanuele Santi, Simone Pettinato, Claudia Notarnicola, Giovanni Cuozzo, Felix Greifeneder, Giacomo Bertoldi
The use of COSMO-SkyMed images for retrieving snow depth and soil moisture in mountainous areas. IGARSS (2014)
Tania Puspita Firdausy, Armin Costa, Roberto Monsorno, Giovanni Cuozzo, Christian Steurer
Development and Implementation of an INSPIRE based SDI Case study: The European Academy of Bozen - Bolzano. EnviroInfo (2012)
Giovanni Cuozzo, Maurizio di Bisceglie, Adele Fusco
The role of spatial interactions for prediction of the spectral structure of the atmospheric phase screen. IGARSS (2007)
Bruno Aiazzi, Stefano Baronti, Luciano Alparone, Giovanni Cuozzo, Ciro D'Elia, Gilda Schirinzi
Automated Content Extraction from SAR Data. IGARSS (2006)
Alessandra Budillon, Giovanni Cuozzo, Ciro D'Elia, Gilda Schirinzi
Application of overcomplete ICA to SAR image compression. IGARSS (2005)
Bruno Aiazzi, Stefano Baronti, Luciano Alparone, Giovanni Cuozzo, Ciro D'Elia, Gilda Schirinzi
SAR image segmentation through information-theoretic heterogeneity features and tree-structured Markov random fields. IGARSS (2005)
Giovanni Cuozzo, Ciro D'Elia, Virginia Puzzolo
A method based on tree-structured Markov random field for forest area classification. IGARSS (2004)