Giuseppe Scarpa

97 papers A 1B 2C 29Journal 41Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
SAHARA: Heterogeneous Semi-Supervised Transfer Learning With Adversarial Adaptation and Dynamic Pseudo-Labeling.
IEEE Geosci. Remote. Sens. Lett.
Giuseppe Guarino, Cássio F. Dantas, Dino Ienco, Raffaele Gaetano, Gemine Vivone, Matteo Ciotola, Giuseppe Scarpa
2025 — conf
A Spectral-Preserving Zero-Shot Technique for Hyperspectral Pansharpening.
SCIA (2)
Giuseppe Guarino, Matteo Ciotola, Giuseppe Scarpa
2025 J jnl
PM2.5 Retrieval With Sentinel-5P Data Over Europe Exploiting Deep Learning.
IEEE Trans. Geosci. Remote. Sens.
Antonio Mazza, Giuseppe Guarino, Giuseppe Scarpa, Qiangqiang Yuan, Gemine Vivone
2025 J jnl
Zero-Shot Hyperspectral Pansharpening Using Hysteresis-Based Tuning for Spectral Quality Control.
CoRR
Giuseppe Guarino, Matteo Ciotola, Gemine Vivone, Giovanni Poggi, Giuseppe Scarpa
2025 J jnl
Zero-Shot Hyperspectral Pansharpening Using Hysteresis-Based Tuning for Spectral Quality Control.
IEEE Trans. Geosci. Remote. Sens.
Giuseppe Guarino, Matteo Ciotola, Gemine Vivone, Giovanni Poggi, Giuseppe Scarpa
2024 J jnl
An Unsupervised CNN-Based Pansharpening Framework with Spectral-Spatial Fidelity Balance.
Remote. Sens.
Matteo Ciotola, Giuseppe Guarino, Giuseppe Scarpa
2024 C conf
Balancing Spectral and Spatial Quality in CNN-Based Unsupervised Pansharpening.
IGARSS
Matteo Ciotola, Giuseppe Guarino, Giovanni Poggi, Giuseppe Scarpa
2024 J jnl
Band-Wise Hyperspectral Image Pansharpening Using CNN Model Propagation.
IEEE Trans. Geosci. Remote. Sens.
Giuseppe Guarino, Matteo Ciotola, Gemine Vivone, Giuseppe Scarpa
2024 C conf
CNN-Based NO2 Estimation from Sentinel-5P Data: A Proof-of-Concept.
IGARSS
Giuseppe Guarino, Antonio Mazza, Giuliano Di Giuseppe, Giovanni Poggi, Gemine Vivone, Giuseppe Scarpa
2024 C conf
Hybrid GSA-CNN Method for Hyperspectral Pansharpening.
IGARSS
Giuseppe Guarino, Matteo Ciotola, Giovanni Poggi, Gemine Vivone, Giuseppe Scarpa
2024 J jnl
Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives.
CoRR
Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Giovanni Poggi, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa
2024 C conf
Hyperspectral Pansharpening: Review and Future Perspectives.
IGARSS
Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa
2023 J jnl
A full-resolution training framework for Sentinel-2 image fusion.
CoRR
Matteo Ciotola, Mario Ragosta, Giovanni Poggi, Giuseppe Scarpa
2023 C conf
An Unsupervised CNN-Based Hyperspectral Pansharpening Method.
IGARSS
Giuseppe Guarino, Matteo Ciotola, Gemine Vivone, Giovanni Poggi, Giuseppe Scarpa
2023 J jnl
Band-wise Hyperspectral Image Pansharpening using CNN Model Propagation.
CoRR
Giuseppe Guarino, Matteo Ciotola, Gemine Vivone, Giuseppe Scarpa
2023 J jnl
Fast Full-Resolution Target-Adaptive CNN-Based Pansharpening Framework.
Remote. Sens.
Matteo Ciotola, Giuseppe Scarpa
2023 J jnl
PCA-CNN Hybrid Approach for Hyperspectral Pansharpening.
IEEE Geosci. Remote. Sens. Lett.
Giuseppe Guarino, Matteo Ciotola, Gemine Vivone, Giovanni Poggi, Giuseppe Scarpa
2023 C conf
Pansharpening by Efficient and Fast Unsupervised Target-Adaptive CNN.
IGARSS
Matteo Ciotola, Giuseppe Guarino, Antonio Mazza, Giovanni Poggi, Giuseppe Scarpa
2023 C conf
Synergic Use of SAR and Optical Data for Feature Extraction.
IGARSS
Antonio Mazza, Matteo Ciotola, Giovanni Poggi, Giuseppe Scarpa
2023 J jnl
Unsupervised Deep Learning-Based Pansharpening With Jointly Enhanced Spectral and Spatial Fidelity.
IEEE Trans. Geosci. Remote. Sens.
Matteo Ciotola, Giovanni Poggi, Giuseppe Scarpa
2023 J jnl
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity.
CoRR
Matteo Ciotola, Giovanni Poggi, Giuseppe Scarpa
2022 J jnl
A CNN-Based Coherence-Driven Approach for InSAR Phase Unwrapping.
IEEE Geosci. Remote. Sens. Lett.
Francescopaolo Sica, Francesco Calvanese, Giuseppe Scarpa, Paola Rizzoli
2022 C conf
An Adversarial Training Framework for Sentinel-2 Image Super-Resolution.
IGARSS
Matteo Ciotola, Antonio Martinelli, Antonio Mazza, Giuseppe Scarpa
2022 J jnl
Full-Resolution Quality Assessment for Pansharpening.
Remote. Sens.
Giuseppe Scarpa, Matteo Ciotola
2022 J jnl
Pansharpening by Convolutional Neural Networks in the Full Resolution Framework.
IEEE Trans. Geosci. Remote. Sens.
Matteo Ciotola, Sergio Vitale, Antonio Mazza, Giovanni Poggi, Giuseppe Scarpa
2021 C conf
A Full-Resolution Training Framework for Sentinel-2 Image Fusion.
IGARSS
Matteo Ciotola, Mario Ragosta, Giovanni Poggi, Giuseppe Scarpa
2021 C conf
Cloud Segmentation of Sentinel-2 Images Using Convolutional Neural Network with Domain Adaptation.
IGARSS
Antonio Mazza, Pasquale Sepe, Giovanni Poggi, Giuseppe Scarpa
2021 J jnl
Full-resolution quality assessment for pansharpening.
CoRR
Giuseppe Scarpa, Matteo Ciotola
2021 C conf
Impact of Training Set Design in CNN-Based Sar Image Despeckling.
IGARSS
Antonio Mazza, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi
2021 J jnl
Pansharpening by convolutional neural networks in the full resolution framework.
CoRR
Matteo Ciotola, Sergio Vitale, Antonio Mazza, Giovanni Poggi, Giuseppe Scarpa
2020 C conf
A Cross-Scale Loss for CNN-Based Pansharpening.
IGARSS
Sergio Vitale, Giuseppe Scarpa
2020 J jnl
A Detail-Preserving Cross-Scale Learning Strategy for CNN-Based Pansharpening.
Remote. Sens.
Sergio Vitale, Giuseppe Scarpa
2020 J jnl
Deep learning methods for SAR image despeckling: trends and perspectives.
CoRR
Giulia Fracastoro, Enrico Magli, Giovanni Poggi, Giuseppe Scarpa, Diego Valsesia, Luisa Verdoliva
2020 J jnl
Extracting multilayer networks from Sentinel-2 satellite image time series.
Netw. Sci.
Roberto Interdonato, Raffaele Gaetano, Danny Lo Seen, Mathieu Roche, Giuseppe Scarpa
2020 J jnl
Nonlocal CNN SAR Image Despeckling.
Remote. Sens.
Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa, Giovanni Poggi
2019 J jnl
Fast Super-Resolution of 20 m Sentinel-2 Bands Using Convolutional Neural Networks.
Remote. Sens.
Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano, Giuseppe Ruello, Giuseppe Scarpa
2019 J jnl
Guided Patchwise Nonlocal SAR Despeckling.
IEEE Trans. Geosci. Remote. Sens.
Sergio Vitale, Davide Cozzolino, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi
2019 C conf
Nonlocal Sar Image Despeckling by Convolutional Neural Networks.
IGARSS
Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa, Giovanni Poggi
2019 J jnl
TanDEM-X Forest Mapping Using Convolutional Neural Networks.
Remote. Sens.
Antonio Mazza, Francescopaolo Sica, Paola Rizzoli, Giuseppe Scarpa
2018 J jnl
A CNN-Based Fusion Method for Feature Extraction from Sentinel Data.
Remote. Sens.
Giuseppe Scarpa, Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano
2018 C conf
A CNN-Based Fusion Method for Super-Resolution of Sentinel-2 Data.
IGARSS
Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano, Giuseppe Ruello, Giuseppe Scarpa
2018 C conf
A CNN-Based Model for Pansharpening of WorldView-3 Images.
IGARSS
Sergio Vitale, Giampaolo Ferraioli, Giuseppe Scarpa
2018 C conf
Estimating the NDVI from SAR by Convolutional Neural Networks.
IGARSS
Antonio Marra, Massimiliano Gargiulo, Giuseppe Scarpa, Raffaele Gaetano
2018 J jnl
Guided patch-wise nonlocal SAR despeckling.
CoRR
Sergio Vitale, Davide Cozzolino, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi
2018 J jnl
Target-Adaptive CNN-Based Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Giuseppe Scarpa, Sergio Vitale, Davide Cozzolino
2018 C conf
Very High Resolution Optical Image Classification Using Watershed Segmentation and a Region-Based Kernel.
IGARSS
Andrea De Giorgi, Gabriele Moser, Giovanni Poggi, Giuseppe Scarpa, Sebastiano B. Serpico
2017 — conf
CNN-based pansharpening of multi-resolution remote-sensing images.
JURSE
Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa
2017 J jnl
Multitemporal SAR Image Despeckling Based on Block-Matching and Collaborative Filtering.
IEEE Trans. Geosci. Remote. Sens.
Giovanni Chierchia, Mireille El Gheche, Giuseppe Scarpa, Luisa Verdoliva
2017 J jnl
Target-adaptive CNN-based pansharpening.
CoRR
Giuseppe Scarpa, Sergio Vitale, Davide Cozzolino
2016 J jnl
Pansharpening by Convolutional Neural Networks.
Remote. Sens.
Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa
2016 J jnl
SAR Image Despeckling by Soft Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Diego Gragnaniello, Giovanni Poggi, Giuseppe Scarpa, Luisa Verdoliva
2015 C conf
A ground truth design tool for multiresolution images.
IGARSS
Giuseppe Masi, Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
2015 J jnl
Benchmarking of Remote Sensing Segmentation Methods.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Stanislav Mikes, Michal Haindl, Giuseppe Scarpa, Raffaele Gaetano
2015 J jnl
Marker-Controlled Watershed-Based Segmentation of Multiresolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Raffaele Gaetano, Giuseppe Masi, Giovanni Poggi, Luisa Verdoliva, Giuseppe Scarpa
2015 C conf
SAR despeckling based on soft classification.
IGARSS
Diego Gragnaniello, Giovanni Poggi, Giuseppe Scarpa, Luisa Verdoliva
2015 C conf
Superpixel-based segmentation of remote sensing images through correlation clustering.
IGARSS
Giuseppe Masi, Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
2014 J jnl
Exploration of Multitemporal COSMO-SkyMed Data via Interactive Tree-Structured MRF Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Raffaele Gaetano, Donato Amitrano, Giuseppe Masi, Giovanni Poggi, Giuseppe Ruello, Luisa Verdoliva, Giuseppe Scarpa
2014 J jnl
Fast Adaptive Nonlocal SAR Despeckling.
IEEE Geosci. Remote. Sens. Lett.
Davide Cozzolino, Sara Parrilli, Giuseppe Scarpa, Giovanni Poggi, Luisa Verdoliva
2014 C conf
Interactive segmentation of high resolution synthetic aperture radar data by tree-structured MRF.
IGARSS
Raffaele Gaetano, Donato Amitrano, Giuseppe Masi, Giovanni Poggi, Giuseppe Ruello, Luisa Verdoliva, Giuseppe Scarpa
2013 — conf
A Watershed-Based Segmentation Technique for Multiresolution Data.
ICIAP (1)
Giuseppe Masi, Giuseppe Scarpa, Raffaele Gaetano, Giovanni Poggi
2013 — conf
Dynamic Hierarchical Segmentation of Remote Sensing Images.
ICIAP (1)
Giuseppe Scarpa, Giuseppe Masi, Raffaele Gaetano, Luisa Verdoliva, Giovanni Poggi
2012 C conf
A marker-controlled watershed segmentation: Edge, mark and fill.
IGARSS
Raffaele Gaetano, Giuseppe Masi, Giuseppe Scarpa, Giovanni Poggi
2012 — conf
Recursive-TFR Algorithm for Segmentation of Remotely Sensed Images.
SITIS
Giuseppe Scarpa, Giuseppe Masi, Luisa Verdoliva, Giovanni Poggi, Raffaele Gaetano
2011 — conf
Morphological road segmentation in urban areas from high resolution satellite images.
DSP
Raffaele Gaetano, Josiane Zerubia, Giuseppe Scarpa, Giovanni Poggi
2010 C conf
A nonlocal approach for SAR image denoising.
IGARSS
Sara Parrilli, Mariana Poderico, Cesario Vincenzo Angelino, Giuseppe Scarpa, Luisa Verdoliva
2010 C conf
Dynamic segmentation for image information mining.
IGARSS
Giuseppe Masi, Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
2010 A conf
Graph-based Analysis of Textured Images for Hierarchical Segmentation.
BMVC
Raffaele Gaetano, Giuseppe Scarpa, Tamás Szirányi
2010 J jnl
Organic ISFET Based on Poly (3-hexylthiophene).
Sensors
Giuseppe Scarpa, Anna-Lena Idzko, Anandi Yadav, Stefan Thalhammer
2009 — conf
Advances in Texture-based Segmentation of High Resolution Remote Sensing Imagery.
IGARSS (4)
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
2009 J jnl
Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation.
IEEE Trans. Image Process.
Giuseppe Scarpa, Raffaele Gaetano, Michal Haindl, Josiane Zerubia
2009 J jnl
Hierarchical Texture-Based Segmentation of Multiresolution Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
2009 — conf
Recursive Texture Fragmentation and Reconstruction Segmentation Algorithm Applied to VHR Images.
IGARSS (4)
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
2009 C conf
Texture-Based Segmentation of Very High Resolution Remote-Sensing Images.
ISDA
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
2008 — conf
Quantum Cascade Lasers for Biosensing Applications.
BIODEVICES (2)
Pietro Regoliosi, Andrea Vacchi, Giuseppe Scarpa, Paolo Lugli
2008 — conf
Region-Based Classification of Multisensor Optical-SAR Images.
IGARSS (4)
Raffaele Gaetano, Gabriele Moser, Giovanni Poggi, Giuseppe Scarpa, Sebastiano B. Serpico
2008 — conf
Texture image segmentation by hierarchical modeling.
EUSIPCO
Giuseppe Scarpa, Raffaele Gaetano, Giovanni Poggi
2008 — conf
Unsupervised hierarchical image segmentation based on the TS-MRF model and fast Mean-Shift clustering.
EUSIPCO
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi, Josiane Zerubia
2007 — conf
A Hierarchical Finite-State Model for Texture Segmentation.
ICASSP (1)
Giuseppe Scarpa, Michal Haindl, Josiane Zerubia
2007 — conf
A Hierarchical Texture Model for Unsupervised Segmentation of Remotely Sensed Images.
SCIA
Giuseppe Scarpa, Michal Haindl, Josiane Zerubia
2007 C conf
A hierarchical segmentation algorithm for multiresolution satellite images.
IGARSS
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
2007 — conf
Unsupervised Detection of Mammogram Regions of Interest.
KES (3)
Michal Haindl, Stanislav Mikes, Giuseppe Scarpa
2006 B conf
Hierarchical Mrf-Based Segmentation of Remote-Sensing Images.
ICIP
Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
2006 — conf
Identification of image structure by the mean shift procedure for hierarchical MRF-based image segmentation.
EUSIPCO
Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
2006 — conf
Unsupervised Texture Segmentation by Spectral-Spatial-Independent Clustering.
ICPR (2)
Giuseppe Scarpa, Michal Haindl
2005 — conf
An unsupervised segmentation-based coder for multispectral images.
EUSIPCO
Marco Cagnazzo, Luca Cicala, Giovanni Poggi, Giuseppe Scarpa, Luisa Verdoliva
2005 — conf
Multitemporal image classification with automatic building of tree-structured MRF models.
EUSIPCO
Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
2005 J jnl
Supervised segmentation of remote sensing images based on a tree-structured MRF model.
IEEE Trans. Geosci. Remote. Sens.
Giovanni Poggi, Giuseppe Scarpa, Josiane Zerubia
2004 C conf
Compression of multitemporal remote sensing images through Bayesian segmentation.
IGARSS
Marco Cagnazzo, Giovanni Poggi, Giuseppe Scarpa, Luisa Verdoliva
2004 — conf
Detection of Microcalcifications Clusters in Mammograms through TS-MRF Segmentation and SVM-based Classification.
ICPR (3)
Ciro D'Elia, Claudio Marrocco, Mario Molinara, Giovanni Poggi, Giuseppe Scarpa, Francesco Tortorella
2004 B conf
Segmentation of remote-sensing images by supervised TS-MRF.
ICIP
Giovanni Poggi, Giuseppe Scarpa, Josiane Zerubia
2004 C conf
Supervised segmentation of remote-sensing multitemporal images based on the tree-structured Markov random field model.
IGARSS
Luca Cicala, Giovanni Poggi, Giuseppe Scarpa
2004 — —
Tree-structured Markov Random Field models for segmentation of noisy images with application to remote-sensing.
Giuseppe Scarpa
2003 J jnl
A tree-structured Markov random field model for Bayesian image segmentation.
IEEE Trans. Image Process.
Ciro D'Elia, Giovanni Poggi, Giuseppe Scarpa
2003 — conf
Contour-Based Shape Representation for Image Compression and Analysis.
DGCI
Ciro D'Elia, Giuseppe Scarpa
2003 C conf
Improved tree-structured segmentation of remote sensing images.
IGARSS
Ciro D'Elia, Giovanni Poggi, Giuseppe Scarpa
2003 — conf
Sequential Bayesian segmentation of remote sensing images.
ICIP (3)
Ciro D'Elia, Giovanni Poggi, Giuseppe Scarpa
2002 — conf
An adaptive MRF model for boundary-preserving segmentation of multispectral images.
EUSIPCO
Ciro D'Elia, Giovanni Poggi, Giuseppe Scarpa