An adaptive MRF model for boundary-preserving segmentation of multispectral images. - Ciro D'Elia; Giovanni Poggi; Giuseppe Scarpa (EUSIPCO, 2002)

Contour-Based Shape Representation for Image Compression and Analysis. - Ciro D'Elia; Giuseppe Scarpa (DGCI, 2003)

Sequential Bayesian segmentation of remote sensing images. - Ciro D'Elia; Giovanni Poggi; Giuseppe Scarpa (ICIP (3), 2003)

Improved tree-structured segmentation of remote sensing images. - Ciro D'Elia; Giovanni Poggi; Giuseppe Scarpa (IGARSS, 2003)

A tree-structured Markov random field model for Bayesian image segmentation. - Ciro D'Elia; Giovanni Poggi; Giuseppe Scarpa (IEEE Trans. Image Process., 2003)

Segmentation of remote-sensing images by supervised TS-MRF. - Giovanni Poggi; Giuseppe Scarpa; Josiane Zerubia (ICIP, 2004)

Detection of Microcalcifications Clusters in Mammograms through TS-MRF Segmentation and SVM-based Classification. - Ciro D'Elia; Claudio Marrocco; Mario Molinara; Giovanni Poggi; Giuseppe Scarpa; Francesco Tortorella (ICPR (3), 2004)

Compression of multitemporal remote sensing images through Bayesian segmentation. - Marco Cagnazzo; Giovanni Poggi; Giuseppe Scarpa; Luisa Verdoliva (IGARSS, 2004)

Supervised segmentation of remote-sensing multitemporal images based on the tree-structured Markov random field model. - Luca Cicala; Giovanni Poggi; Giuseppe Scarpa (IGARSS, 2004)

Tree-structured Markov Random Field models for segmentation of noisy images with application to remote-sensing. - Giuseppe Scarpa (2004)

An unsupervised segmentation-based coder for multispectral images. - Marco Cagnazzo; Luca Cicala; Giovanni Poggi; Giuseppe Scarpa; Luisa Verdoliva (EUSIPCO, 2005)

Multitemporal image classification with automatic building of tree-structured MRF models. - Raffaele Gaetano; Giovanni Poggi; Giuseppe Scarpa (EUSIPCO, 2005)

Supervised segmentation of remote sensing images based on a tree-structured MRF model. - Giovanni Poggi; Giuseppe Scarpa; Josiane Zerubia (IEEE Trans. Geosci. Remote. Sens., 2005)

Identification of image structure by the mean shift procedure for hierarchical MRF-based image segmentation. - Raffaele Gaetano; Giovanni Poggi; Giuseppe Scarpa (EUSIPCO, 2006)

Hierarchical Mrf-Based Segmentation of Remote-Sensing Images. - Raffaele Gaetano; Giovanni Poggi; Giuseppe Scarpa (ICIP, 2006)

Unsupervised Texture Segmentation by Spectral-Spatial-Independent Clustering. - Giuseppe Scarpa; Michal Haindl (ICPR (2), 2006)

A Hierarchical Finite-State Model for Texture Segmentation. - Giuseppe Scarpa; Michal Haindl; Josiane Zerubia (ICASSP (1), 2007)

A hierarchical segmentation algorithm for multiresolution satellite images. - Raffaele Gaetano; Giuseppe Scarpa; Giovanni Poggi (IGARSS, 2007)

Unsupervised Detection of Mammogram Regions of Interest. - Michal Haindl; Stanislav Mikes; Giuseppe Scarpa (KES (3), 2007)

A Hierarchical Texture Model for Unsupervised Segmentation of Remotely Sensed Images. - Giuseppe Scarpa; Michal Haindl; Josiane Zerubia (SCIA, 2007)

Quantum Cascade Lasers for Biosensing Applications. - Pietro Regoliosi; Andrea Vacchi; Giuseppe Scarpa; Paolo Lugli (BIODEVICES (2), 2008)

Unsupervised hierarchical image segmentation based on the TS-MRF model and fast Mean-Shift clustering. - Raffaele Gaetano; Giuseppe Scarpa; Giovanni Poggi; Josiane Zerubia (EUSIPCO, 2008)

Texture image segmentation by hierarchical modeling. - Giuseppe Scarpa; Raffaele Gaetano; Giovanni Poggi (EUSIPCO, 2008)

Region-Based Classification of Multisensor Optical-SAR Images. - Raffaele Gaetano; Gabriele Moser; Giovanni Poggi; Giuseppe Scarpa; Sebastiano B. Serpico (IGARSS (4), 2008)

Recursive Texture Fragmentation and Reconstruction Segmentation Algorithm Applied to VHR Images. - Raffaele Gaetano; Giuseppe Scarpa; Giovanni Poggi (IGARSS (4), 2009)

Advances in Texture-based Segmentation of High Resolution Remote Sensing Imagery. - Raffaele Gaetano; Giuseppe Scarpa; Giovanni Poggi (IGARSS (4), 2009)

Texture-Based Segmentation of Very High Resolution Remote-Sensing Images. - Raffaele Gaetano; Giuseppe Scarpa; Giovanni Poggi (ISDA, 2009)

Hierarchical Texture-Based Segmentation of Multiresolution Remote-Sensing Images. - Raffaele Gaetano; Giuseppe Scarpa; Giovanni Poggi (IEEE Trans. Geosci. Remote. Sens., 2009)

Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation. - Giuseppe Scarpa; Raffaele Gaetano; Michal Haindl; Josiane Zerubia (IEEE Trans. Image Process., 2009)

Graph-based Analysis of Textured Images for Hierarchical Segmentation. - Raffaele Gaetano; Giuseppe Scarpa; Tamás Szirányi (BMVC, 2010)

Dynamic segmentation for image information mining. - Giuseppe Masi; Raffaele Gaetano; Giuseppe Scarpa; Giovanni Poggi (IGARSS, 2010)

A nonlocal approach for SAR image denoising. - Sara Parrilli; Mariana Poderico; Cesario Vincenzo Angelino; Giuseppe Scarpa; Luisa Verdoliva (IGARSS, 2010)

Organic ISFET Based on Poly (3-hexylthiophene). - Giuseppe Scarpa; Anna-Lena Idzko; Anandi Yadav; Stefan Thalhammer (Sensors, 2010)

Morphological road segmentation in urban areas from high resolution satellite images. - Raffaele Gaetano; Josiane Zerubia; Giuseppe Scarpa; Giovanni Poggi (DSP, 2011)

A marker-controlled watershed segmentation: Edge, mark and fill. - Raffaele Gaetano; Giuseppe Masi; Giuseppe Scarpa; Giovanni Poggi (IGARSS, 2012)

Recursive-TFR Algorithm for Segmentation of Remotely Sensed Images. - Giuseppe Scarpa; Giuseppe Masi; Luisa Verdoliva; Giovanni Poggi; Raffaele Gaetano (SITIS, 2012)

A Watershed-Based Segmentation Technique for Multiresolution Data. - Giuseppe Masi; Giuseppe Scarpa; Raffaele Gaetano; Giovanni Poggi (ICIAP (1), 2013)

Dynamic Hierarchical Segmentation of Remote Sensing Images. - Giuseppe Scarpa; Giuseppe Masi; Raffaele Gaetano; Luisa Verdoliva; Giovanni Poggi (ICIAP (1), 2013)

Interactive segmentation of high resolution synthetic aperture radar data by tree-structured MRF. - Raffaele Gaetano; Donato Amitrano; Giuseppe Masi; Giovanni Poggi; Giuseppe Ruello; Luisa Verdoliva; Giuseppe Scarpa (IGARSS, 2014)

Fast Adaptive Nonlocal SAR Despeckling. - Davide Cozzolino; Sara Parrilli; Giuseppe Scarpa; Giovanni Poggi; Luisa Verdoliva (IEEE Geosci. Remote. Sens. Lett., 2014)

Exploration of Multitemporal COSMO-SkyMed Data via Interactive Tree-Structured MRF Segmentation. - Raffaele Gaetano; Donato Amitrano; Giuseppe Masi; Giovanni Poggi; Giuseppe Ruello; Luisa Verdoliva; Giuseppe Scarpa (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

SAR despeckling based on soft classification. - Diego Gragnaniello; Giovanni Poggi; Giuseppe Scarpa; Luisa Verdoliva (IGARSS, 2015)

Superpixel-based segmentation of remote sensing images through correlation clustering. - Giuseppe Masi; Raffaele Gaetano; Giovanni Poggi; Giuseppe Scarpa (IGARSS, 2015)

A ground truth design tool for multiresolution images. - Giuseppe Masi; Raffaele Gaetano; Giovanni Poggi; Giuseppe Scarpa (IGARSS, 2015)

Benchmarking of Remote Sensing Segmentation Methods. - Stanislav Mikes; Michal Haindl; Giuseppe Scarpa; Raffaele Gaetano (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Marker-Controlled Watershed-Based Segmentation of Multiresolution Remote Sensing Images. - Raffaele Gaetano; Giuseppe Masi; Giovanni Poggi; Luisa Verdoliva; Giuseppe Scarpa (IEEE Trans. Geosci. Remote. Sens., 2015)

Pansharpening by Convolutional Neural Networks. - Giuseppe Masi; Davide Cozzolino; Luisa Verdoliva; Giuseppe Scarpa (Remote. Sens., 2016)

SAR Image Despeckling by Soft Classification. - Diego Gragnaniello; Giovanni Poggi; Giuseppe Scarpa; Luisa Verdoliva (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

CNN-based pansharpening of multi-resolution remote-sensing images. - Giuseppe Masi; Davide Cozzolino; Luisa Verdoliva; Giuseppe Scarpa (JURSE, 2017)

Multitemporal SAR Image Despeckling Based on Block-Matching and Collaborative Filtering. - Giovanni Chierchia; Mireille El Gheche; Giuseppe Scarpa; Luisa Verdoliva (IEEE Trans. Geosci. Remote. Sens., 2017)

A CNN-Based Fusion Method for Super-Resolution of Sentinel-2 Data. - Massimiliano Gargiulo; Antonio Mazza; Raffaele Gaetano; Giuseppe Ruello; Giuseppe Scarpa (IGARSS, 2018)

Very High Resolution Optical Image Classification Using Watershed Segmentation and a Region-Based Kernel. - Andrea De Giorgi; Gabriele Moser; Giovanni Poggi; Giuseppe Scarpa; Sebastiano B. Serpico (IGARSS, 2018)

Estimating the NDVI from SAR by Convolutional Neural Networks. - Antonio Marra; Massimiliano Gargiulo; Giuseppe Scarpa; Raffaele Gaetano (IGARSS, 2018)

A CNN-Based Model for Pansharpening of WorldView-3 Images. - Sergio Vitale; Giampaolo Ferraioli; Giuseppe Scarpa (IGARSS, 2018)

Guided patch-wise nonlocal SAR despeckling. - Sergio Vitale; Davide Cozzolino; Giuseppe Scarpa; Luisa Verdoliva; Giovanni Poggi (CoRR, 2018)

A CNN-Based Fusion Method for Feature Extraction from Sentinel Data. - Giuseppe Scarpa; Massimiliano Gargiulo; Antonio Mazza; Raffaele Gaetano (Remote. Sens., 2018)

Target-Adaptive CNN-Based Pansharpening. - Giuseppe Scarpa; Sergio Vitale; Davide Cozzolino (IEEE Trans. Geosci. Remote. Sens., 2018)

Nonlocal Sar Image Despeckling by Convolutional Neural Networks. - Davide Cozzolino; Luisa Verdoliva; Giuseppe Scarpa; Giovanni Poggi (IGARSS, 2019)

Fast Super-Resolution of 20 m Sentinel-2 Bands Using Convolutional Neural Networks. - Massimiliano Gargiulo; Antonio Mazza; Raffaele Gaetano; Giuseppe Ruello; Giuseppe Scarpa (Remote. Sens., 2019)

TanDEM-X Forest Mapping Using Convolutional Neural Networks. - Antonio Mazza; Francescopaolo Sica; Paola Rizzoli; Giuseppe Scarpa (Remote. Sens., 2019)

Guided Patchwise Nonlocal SAR Despeckling. - Sergio Vitale; Davide Cozzolino; Giuseppe Scarpa; Luisa Verdoliva; Giovanni Poggi (IEEE Trans. Geosci. Remote. Sens., 2019)

A Cross-Scale Loss for CNN-Based Pansharpening. - Sergio Vitale; Giuseppe Scarpa (IGARSS, 2020)

Deep learning methods for SAR image despeckling: trends and perspectives. - Giulia Fracastoro; Enrico Magli; Giovanni Poggi; Giuseppe Scarpa; Diego Valsesia; Luisa Verdoliva (CoRR, 2020)

Extracting multilayer networks from Sentinel-2 satellite image time series. - Roberto Interdonato; Raffaele Gaetano; Danny Lo Seen; Mathieu Roche; Giuseppe Scarpa (Netw. Sci., 2020)

Nonlocal CNN SAR Image Despeckling. - Davide Cozzolino; Luisa Verdoliva; Giuseppe Scarpa; Giovanni Poggi (Remote. Sens., 2020)

A Detail-Preserving Cross-Scale Learning Strategy for CNN-Based Pansharpening. - Sergio Vitale; Giuseppe Scarpa (Remote. Sens., 2020)

A Full-Resolution Training Framework for Sentinel-2 Image Fusion. - Matteo Ciotola; Mario Ragosta; Giovanni Poggi; Giuseppe Scarpa (IGARSS, 2021)

Cloud Segmentation of Sentinel-2 Images Using Convolutional Neural Network with Domain Adaptation. - Antonio Mazza; Pasquale Sepe; Giovanni Poggi; Giuseppe Scarpa (IGARSS, 2021)

Impact of Training Set Design in CNN-Based Sar Image Despeckling. - Antonio Mazza; Giuseppe Scarpa; Luisa Verdoliva; Giovanni Poggi (IGARSS, 2021)

An Adversarial Training Framework for Sentinel-2 Image Super-Resolution. - Matteo Ciotola; Antonio Martinelli; Antonio Mazza; Giuseppe Scarpa (IGARSS, 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)

Full-Resolution Quality Assessment for Pansharpening. - Giuseppe Scarpa; Matteo Ciotola (Remote. Sens., 2022)

Pansharpening by Convolutional Neural Networks in the Full Resolution Framework. - Matteo Ciotola; Sergio Vitale; Antonio Mazza; Giovanni Poggi; Giuseppe Scarpa (IEEE Trans. Geosci. Remote. Sens., 2022)

Pansharpening by Efficient and Fast Unsupervised Target-Adaptive CNN. - Matteo Ciotola; Giuseppe Guarino; Antonio Mazza; Giovanni Poggi; Giuseppe Scarpa (IGARSS, 2023)

An Unsupervised CNN-Based Hyperspectral Pansharpening Method. - Giuseppe Guarino; Matteo Ciotola; Gemine Vivone; Giovanni Poggi; Giuseppe Scarpa (IGARSS, 2023)

Synergic Use of SAR and Optical Data for Feature Extraction. - Antonio Mazza; Matteo Ciotola; Giovanni Poggi; Giuseppe Scarpa (IGARSS, 2023)

PCA-CNN Hybrid Approach for Hyperspectral Pansharpening. - Giuseppe Guarino; Matteo Ciotola; Gemine Vivone; Giovanni Poggi; Giuseppe Scarpa (IEEE Geosci. Remote. Sens. Lett., 2023)

Unsupervised Deep Learning-Based Pansharpening With Jointly Enhanced Spectral and Spatial Fidelity. - Matteo Ciotola; Giovanni Poggi; Giuseppe Scarpa (IEEE Trans. Geosci. Remote. Sens., 2023)

Fast Full-Resolution Target-Adaptive CNN-Based Pansharpening Framework. - Matteo Ciotola; Giuseppe Scarpa (Remote. Sens., 2023)

Balancing Spectral and Spatial Quality in CNN-Based Unsupervised Pansharpening. - Matteo Ciotola; Giuseppe Guarino; Giovanni Poggi; Giuseppe Scarpa (IGARSS, 2024)

Hyperspectral Pansharpening: Review and Future Perspectives. - Matteo Ciotola; Giuseppe Guarino; Gemine Vivone; Jocelyn Chanussot; Antonio Plaza; Giuseppe Scarpa (IGARSS, 2024)

Hybrid GSA-CNN Method for Hyperspectral Pansharpening. - Giuseppe Guarino; Matteo Ciotola; Giovanni Poggi; Gemine Vivone; Giuseppe Scarpa (IGARSS, 2024)

CNN-Based NO2 Estimation from Sentinel-5P Data: A Proof-of-Concept. - Giuseppe Guarino; Antonio Mazza; Giuliano Di Giuseppe; Giovanni Poggi; Gemine Vivone; Giuseppe Scarpa (IGARSS, 2024)

Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives. - Matteo Ciotola; Giuseppe Guarino; Gemine Vivone; Giovanni Poggi; Jocelyn Chanussot; Antonio Plaza; Giuseppe Scarpa (CoRR, 2024)

Band-Wise Hyperspectral Image Pansharpening Using CNN Model Propagation. - Giuseppe Guarino; Matteo Ciotola; Gemine Vivone; Giuseppe Scarpa (IEEE Trans. Geosci. Remote. Sens., 2024)

An Unsupervised CNN-Based Pansharpening Framework with Spectral-Spatial Fidelity Balance. - Matteo Ciotola; Giuseppe Guarino; Giuseppe Scarpa (Remote. Sens., 2024)

A Spectral-Preserving Zero-Shot Technique for Hyperspectral Pansharpening. - Giuseppe Guarino; Matteo Ciotola; Giuseppe Scarpa (SCIA (2), 2025)

Zero-Shot Hyperspectral Pansharpening Using Hysteresis-Based Tuning for Spectral Quality Control. - Giuseppe Guarino; Matteo Ciotola; Gemine Vivone; Giovanni Poggi; Giuseppe Scarpa (IEEE Trans. Geosci. Remote. Sens., 2025)

PM2.5 Retrieval With Sentinel-5P Data Over Europe Exploiting Deep Learning. - Antonio Mazza; Giuseppe Guarino; Giuseppe Scarpa; Qiangqiang Yuan; Gemine Vivone (IEEE Trans. Geosci. Remote. Sens., 2025)