Giuseppe Scarpa

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 41

Top Topics

Convolutional Neural Network

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Giuseppe Guarino, Matteo Ciotola, Gemine Vivone, Giuseppe Scarpa
Band-Wise Hyperspectral Image Pansharpening Using CNN Model Propagation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Giovanni Poggi, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa
Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives. CoRR (2024)
Giuseppe Guarino, Matteo Ciotola, Gemine Vivone, Giuseppe Scarpa
Band-wise Hyperspectral Image Pansharpening using CNN Model Propagation. CoRR (2023)
Matteo Ciotola, Giovanni Poggi, Giuseppe Scarpa
Unsupervised Deep Learning-Based Pansharpening With Jointly Enhanced Spectral and Spatial Fidelity. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Giuseppe Guarino, Matteo Ciotola, Gemine Vivone, Giovanni Poggi, Giuseppe Scarpa
PCA-CNN Hybrid Approach for Hyperspectral Pansharpening. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Matteo Ciotola, Giuseppe Guarino, Antonio Mazza, Giovanni Poggi, Giuseppe Scarpa
Pansharpening by Efficient and Fast Unsupervised Target-Adaptive CNN. IGARSS (2023)
Matteo Ciotola, Mario Ragosta, Giovanni Poggi, Giuseppe Scarpa
A full-resolution training framework for Sentinel-2 image fusion. CoRR (2023)
Matteo Ciotola, Giuseppe Scarpa
Fast Full-Resolution Target-Adaptive CNN-Based Pansharpening Framework. Remote. Sens. 15 (2) (2023)
Giuseppe Guarino, Matteo Ciotola, Gemine Vivone, Giovanni Poggi, Giuseppe Scarpa
An Unsupervised CNN-Based Hyperspectral Pansharpening Method. IGARSS (2023)
Antonio Mazza, Matteo Ciotola, Giovanni Poggi, Giuseppe Scarpa
Synergic Use of SAR and Optical Data for Feature Extraction. IGARSS (2023)
Matteo Ciotola, Giovanni Poggi, Giuseppe Scarpa
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity. CoRR (2023)
Matteo Ciotola, A. Martinelli, Antonio Mazza, Giuseppe Scarpa
An Adversarial Training Framework for Sentinel-2 Image Super-Resolution. IGARSS (2022)
Matteo Ciotola, Sergio Vitale, Antonio Mazza, Giovanni Poggi, Giuseppe Scarpa
Pansharpening by Convolutional Neural Networks in the Full Resolution Framework. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Giuseppe Scarpa, Matteo Ciotola
Full-Resolution Quality Assessment for Pansharpening. Remote. Sens. 14 (8) (2022)
Francescopaolo Sica, Francesco Calvanese, Giuseppe Scarpa, Paola Rizzoli
A CNN-Based Coherence-Driven Approach for InSAR Phase Unwrapping. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Antonio Mazza, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi
Impact of Training Set Design in CNN-Based Sar Image Despeckling. IGARSS (2021)
Matteo Ciotola, Mario Ragosta, Giovanni Poggi, Giuseppe Scarpa
A Full-Resolution Training Framework for Sentinel-2 Image Fusion. IGARSS (2021)
Antonio Mazza, Pasquale Sepe, Giovanni Poggi, Giuseppe Scarpa
Cloud Segmentation of Sentinel-2 Images Using Convolutional Neural Network with Domain Adaptation. IGARSS (2021)
Giuseppe Scarpa, Matteo Ciotola
Full-resolution quality assessment for pansharpening. CoRR (2021)
Matteo Ciotola, Sergio Vitale, Antonio Mazza, Giovanni Poggi, Giuseppe Scarpa
Pansharpening by convolutional neural networks in the full resolution framework. CoRR (2021)
Giulia Fracastoro, Enrico Magli, Giovanni Poggi, Giuseppe Scarpa, Diego Valsesia, Luisa Verdoliva
Deep learning methods for SAR image despeckling: trends and perspectives. CoRR (2020)
Roberto Interdonato, Raffaele Gaetano, Danny Lo Seen, Mathieu Roche, Giuseppe Scarpa
Extracting multilayer networks from Sentinel-2 satellite image time series. Netw. Sci. 8 (S1) (2020)
Sergio Vitale, Giuseppe Scarpa
A Detail-Preserving Cross-Scale Learning Strategy for CNN-Based Pansharpening. Remote. Sens. 12 (3) (2020)
Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa, Giovanni Poggi
Nonlocal CNN SAR Image Despeckling. Remote. Sens. 12 (6) (2020)
Sergio Vitale, Giuseppe Scarpa
A Cross-Scale Loss for CNN-Based Pansharpening. IGARSS (2020)
Antonio Mazza, Francescopaolo Sica, Paola Rizzoli, Giuseppe Scarpa
TanDEM-X Forest Mapping Using Convolutional Neural Networks. Remote. Sens. 11 (24) (2019)
Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa, Giovanni Poggi
Nonlocal Sar Image Despeckling by Convolutional Neural Networks. IGARSS (2019)
Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano, Giuseppe Ruello, Giuseppe Scarpa
Fast Super-Resolution of 20 m Sentinel-2 Bands Using Convolutional Neural Networks. Remote. Sens. 11 (22) (2019)
Sergio Vitale, Davide Cozzolino, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi
Guided Patchwise Nonlocal SAR Despeckling. IEEE Trans. Geosci. Remote. Sens. 57 (9) (2019)
Sergio Vitale, Davide Cozzolino, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi
Guided patch-wise nonlocal SAR despeckling. CoRR (2018)
Giuseppe Scarpa, Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano
A CNN-Based Fusion Method for Feature Extraction from Sentinel Data. Remote. Sens. 10 (2) (2018)
Antonio Marra, Massimiliano Gargiulo, Giuseppe Scarpa, Raffaele Gaetano
Estimating the NDVI from SAR by Convolutional Neural Networks. IGARSS (2018)
Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano, Giuseppe Ruello, Giuseppe Scarpa
A CNN-Based Fusion Method for Super-Resolution of Sentinel-2 Data. IGARSS (2018)
Andrea De Giorgi, Gabriele Moser, Giovanni Poggi, Giuseppe Scarpa, Sebastiano B. Serpico
Very High Resolution Optical Image Classification Using Watershed Segmentation and a Region-Based Kernel. IGARSS (2018)
Giuseppe Scarpa, Sergio Vitale, Davide Cozzolino
Target-Adaptive CNN-Based Pansharpening. IEEE Trans. Geosci. Remote. Sens. 56 (9) (2018)
Sergio Vitale, Giampaolo Ferraioli, Giuseppe Scarpa
A CNN-Based Model for Pansharpening of WorldView-3 Images. IGARSS (2018)
Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa
CNN-based pansharpening of multi-resolution remote-sensing images. JURSE (2017)
Giovanni Chierchia, Mireille El Gheche, Giuseppe Scarpa, Luisa Verdoliva
Multitemporal SAR Image Despeckling Based on Block-Matching and Collaborative Filtering. IEEE Trans. Geosci. Remote. Sens. 55 (10) (2017)
Giuseppe Scarpa, Sergio Vitale, Davide Cozzolino
Target-adaptive CNN-based pansharpening. CoRR (2017)
Diego Gragnaniello, Giovanni Poggi, Giuseppe Scarpa, Luisa Verdoliva
SAR Image Despeckling by Soft Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa
Pansharpening by Convolutional Neural Networks. Remote. Sens. 8 (7) (2016)
Raffaele Gaetano, Giuseppe Masi, Giovanni Poggi, Luisa Verdoliva, Giuseppe Scarpa
Marker-Controlled Watershed-Based Segmentation of Multiresolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 53 (6) (2015)
Giuseppe Masi, Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
Superpixel-based segmentation of remote sensing images through correlation clustering. IGARSS (2015)
Giuseppe Masi, Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
A ground truth design tool for multiresolution images. IGARSS (2015)
Diego Gragnaniello, Giovanni Poggi, Giuseppe Scarpa, Luisa Verdoliva
SAR despeckling based on soft classification. IGARSS (2015)
Stanislav Mikes, Michal Haindl, Giuseppe Scarpa, Raffaele Gaetano
Benchmarking of Remote Sensing Segmentation Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (5) (2015)
Raffaele Gaetano, Donato Amitrano, Giuseppe Masi, Giovanni Poggi, Giuseppe Ruello, Luisa Verdoliva, Giuseppe Scarpa
Interactive segmentation of high resolution synthetic aperture radar data by tree-structured MRF. IGARSS (2014)
Davide Cozzolino, Sara Parrilli, Giuseppe Scarpa, Giovanni Poggi, Luisa Verdoliva
Fast Adaptive Nonlocal SAR Despeckling. IEEE Geosci. Remote. Sens. Lett. 11 (2) (2014)
Raffaele Gaetano, Donato Amitrano, Giuseppe Masi, Giovanni Poggi, Giuseppe Ruello, Luisa Verdoliva, Giuseppe Scarpa
Exploration of Multitemporal COSMO-SkyMed Data via Interactive Tree-Structured MRF Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (7) (2014)
Giuseppe Scarpa, Giuseppe Masi, Raffaele Gaetano, Luisa Verdoliva, Giovanni Poggi
Dynamic Hierarchical Segmentation of Remote Sensing Images. ICIAP (1) (2013)
Giuseppe Masi, Giuseppe Scarpa, Raffaele Gaetano, Giovanni Poggi
A Watershed-Based Segmentation Technique for Multiresolution Data. ICIAP (1) (2013)
Raffaele Gaetano, Giuseppe Masi, Giuseppe Scarpa, Giovanni Poggi
A marker-controlled watershed segmentation: Edge, mark and fill. IGARSS (2012)
Giuseppe Scarpa, Giuseppe Masi, Luisa Verdoliva, Giovanni Poggi, Raffaele Gaetano
Recursive-TFR Algorithm for Segmentation of Remotely Sensed Images. SITIS (2012)
Raffaele Gaetano, Josiane Zerubia, Giuseppe Scarpa, Giovanni Poggi
Morphological road segmentation in urban areas from high resolution satellite images. DSP (2011)
Raffaele Gaetano, Giuseppe Scarpa, Tamás Szirányi
Graph-based Analysis of Textured Images for Hierarchical Segmentation. BMVC (2010)
Giuseppe Masi, Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
Dynamic segmentation for image information mining. IGARSS (2010)
Giuseppe Scarpa, Anna-Lena Idzko, Anandi Yadav, Stefan Thalhammer
Organic ISFET Based on Poly (3-hexylthiophene). Sensors 10 (3) (2010)
Sara Parrilli, Mariana Poderico, Cesario Vincenzo Angelino, Giuseppe Scarpa, Luisa Verdoliva
A nonlocal approach for SAR image denoising. IGARSS (2010)
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
Hierarchical Texture-Based Segmentation of Multiresolution Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 47 (7-2) (2009)
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
Texture-Based Segmentation of Very High Resolution Remote-Sensing Images. ISDA (2009)
Giuseppe Scarpa, Raffaele Gaetano, Michal Haindl, Josiane Zerubia
Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation. IEEE Trans. Image Process. 18 (8) (2009)
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
Advances in Texture-based Segmentation of High Resolution Remote Sensing Imagery. IGARSS (4) (2009)
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
Recursive Texture Fragmentation and Reconstruction Segmentation Algorithm Applied to VHR Images. IGARSS (4) (2009)
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi, Josiane Zerubia
Unsupervised hierarchical image segmentation based on the TS-MRF model and fast Mean-Shift clustering. EUSIPCO (2008)
Pietro Regoliosi, Andrea Vacchi, Giuseppe Scarpa, Paolo Lugli
Quantum Cascade Lasers for Biosensing Applications. BIODEVICES (2) (2008)
Giuseppe Scarpa, Raffaele Gaetano, Giovanni Poggi
Texture image segmentation by hierarchical modeling. EUSIPCO (2008)
Raffaele Gaetano, Gabriele Moser, Giovanni Poggi, Giuseppe Scarpa, Sebastiano B. Serpico
Region-Based Classification of Multisensor Optical-SAR Images. IGARSS (4) (2008)
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
A hierarchical segmentation algorithm for multiresolution satellite images. IGARSS (2007)
Giuseppe Scarpa, Michal Haindl, Josiane Zerubia
A Hierarchical Texture Model for Unsupervised Segmentation of Remotely Sensed Images. SCIA (2007)
Michal Haindl, Stanislav Mikes, Giuseppe Scarpa
Unsupervised Detection of Mammogram Regions of Interest. KES (3) (2007)
Giuseppe Scarpa, Michal Haindl, Josiane Zerubia
A Hierarchical Finite-State Model for Texture Segmentation. ICASSP (1) (2007)
Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
Hierarchical Mrf-Based Segmentation of Remote-Sensing Images. ICIP (2006)
Giuseppe Scarpa, Michal Haindl
Unsupervised Texture Segmentation by Spectral-Spatial-Independent Clustering. ICPR (2) (2006)
Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
Identification of image structure by the mean shift procedure for hierarchical MRF-based image segmentation. EUSIPCO (2006)
Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
Multitemporal image classification with automatic building of tree-structured MRF models. EUSIPCO (2005)
Giovanni Poggi, Giuseppe Scarpa, Josiane Zerubia
Supervised segmentation of remote sensing images based on a tree-structured MRF model. IEEE Trans. Geosci. Remote. Sens. 43 (8) (2005)
Marco Cagnazzo, Luca Cicala, Giovanni Poggi, Giuseppe Scarpa, Luisa Verdoliva
An unsupervised segmentation-based coder for multispectral images. EUSIPCO (2005)
Giovanni Poggi, Giuseppe Scarpa, Josiane Zerubia
Segmentation of remote-sensing images by supervised TS-MRF. ICIP (2004)
Marco Cagnazzo, Giovanni Poggi, Giuseppe Scarpa, Luisa Verdoliva
Compression of multitemporal remote sensing images through Bayesian segmentation. IGARSS (2004)
Luca Cicala, Giovanni Poggi, Giuseppe Scarpa
Supervised segmentation of remote-sensing multitemporal images based on the tree-structured Markov random field model. IGARSS (2004)
Ciro D'Elia, Claudio Marrocco, Mario Molinara, Giovanni Poggi, Giuseppe Scarpa, Francesco Tortorella
Detection of Microcalcifications Clusters in Mammograms through TS-MRF Segmentation and SVM-based Classification. ICPR (3) (2004)
Ciro D'Elia, Giovanni Poggi, Giuseppe Scarpa
Sequential Bayesian segmentation of remote sensing images. ICIP (3) (2003)
Ciro D'Elia, Giovanni Poggi, Giuseppe Scarpa
A tree-structured Markov random field model for Bayesian image segmentation. IEEE Trans. Image Process. 12 (10) (2003)
Ciro D'Elia, Giuseppe Scarpa
Contour-Based Shape Representation for Image Compression and Analysis. DGCI (2003)
Ciro D'Elia, Giovanni Poggi, Giuseppe Scarpa
Improved tree-structured segmentation of remote sensing images. IGARSS (2003)
Ciro D'Elia, Giovanni Poggi, Giuseppe Scarpa
An adaptive MRF model for boundary-preserving segmentation of multispectral images. EUSIPCO (2002)