Giuseppe Scarpa

Giuseppe Guarino

Remote. Sens., August, 2024

Band-Wise Hyperspectral Image Pansharpening Using CNN Model Propagation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives.

[BibT_eX]

[DOI]

CoRR, 2024

CNN-Based NO2 Estimation from Sentinel-5P Data: A Proof-of-Concept.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Hybrid GSA-CNN Method for Hyperspectral Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Hyperspectral Pansharpening: Review and Future Perspectives.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Balancing Spectral and Spatial Quality in CNN-Based Unsupervised Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

2023

Fast Full-Resolution Target-Adaptive CNN-Based Pansharpening Framework.

[BibT_eX]

[DOI]

Remote. Sens., January, 2023

Unsupervised Deep Learning-Based Pansharpening With Jointly Enhanced Spectral and Spatial Fidelity.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

PCA-CNN Hybrid Approach for Hyperspectral Pansharpening.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

Synergic Use of SAR and Optical Data for Feature Extraction.

[BibT_eX]

[DOI]

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

An Unsupervised CNN-Based Hyperspectral Pansharpening Method.

[BibT_eX]

[DOI]

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

Pansharpening by Efficient and Fast Unsupervised Target-Adaptive CNN.

[BibT_eX]

[DOI]

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

2022

Pansharpening by Convolutional Neural Networks in the Full Resolution Framework.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Full-Resolution Quality Assessment for Pansharpening.

[BibT_eX]

[DOI]

Remote. Sens., 2022

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

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

An Adversarial Training Framework for Sentinel-2 Image Super-Resolution.

[BibT_eX]

[DOI]

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

2021

Impact of Training Set Design in CNN-Based Sar Image Despeckling.

[BibT_eX]

[DOI]

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

Cloud Segmentation of Sentinel-2 Images Using Convolutional Neural Network with Domain Adaptation.

[BibT_eX]

[DOI]

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

A Full-Resolution Training Framework for Sentinel-2 Image Fusion.

[BibT_eX]

[DOI]

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

2020

A Detail-Preserving Cross-Scale Learning Strategy for CNN-Based Pansharpening.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Nonlocal CNN SAR Image Despeckling.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Extracting multilayer networks from Sentinel-2 satellite image time series.

[BibT_eX]

[DOI]

Netw. Sci., 2020

Deep learning methods for SAR image despeckling: trends and perspectives.

[BibT_eX]

[DOI]

CoRR, 2020

A Cross-Scale Loss for CNN-Based Pansharpening.

[BibT_eX]

[DOI]

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

2019

Guided Patchwise Nonlocal SAR Despeckling.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

TanDEM-X Forest Mapping Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Fast Super-Resolution of 20 m Sentinel-2 Bands Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Nonlocal Sar Image Despeckling by Convolutional Neural Networks.

[BibT_eX]

[DOI]

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

2018

Target-Adaptive CNN-Based Pansharpening.

[BibT_eX]

[DOI]

Davide Cozzolino

IEEE Trans. Geosci. Remote. Sens., 2018

A CNN-Based Fusion Method for Feature Extraction from Sentinel Data.

[BibT_eX]

[DOI]

Antonio Mazza

Remote. Sens., 2018

Guided patch-wise nonlocal SAR despeckling.

[BibT_eX]

[DOI]

CoRR, 2018

A CNN-Based Model for Pansharpening of WorldView-3 Images.

[BibT_eX]

[DOI]

Giampaolo Ferraioli

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

Estimating the NDVI from SAR by Convolutional Neural Networks.

[BibT_eX]

[DOI]

Antonio Marra

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

Very High Resolution Optical Image Classification Using Watershed Segmentation and a Region-Based Kernel.

[BibT_eX]

[DOI]

Sebastiano B. Serpico

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

A CNN-Based Fusion Method for Super-Resolution of Sentinel-2 Data.

[BibT_eX]

[DOI]

Cesario Vincenzo Angelino

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

2017

Multitemporal SAR Image Despeckling Based on Block-Matching and Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

CNN-based pansharpening of multi-resolution remote-sensing images.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2017

2016

SAR Image Despeckling by Soft Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Pansharpening by Convolutional Neural Networks.

[BibT_eX]

[DOI]

Remote. Sens., 2016

2015

Marker-Controlled Watershed-Based Segmentation of Multiresolution Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Benchmarking of Remote Sensing Segmentation Methods.

[BibT_eX]

[DOI]

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

A ground truth design tool for multiresolution images.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Superpixel-based segmentation of remote sensing images through correlation clustering.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

SAR despeckling based on soft classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Exploration of Multitemporal COSMO-SkyMed Data via Interactive Tree-Structured MRF Segmentation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Fast Adaptive Nonlocal SAR Despeckling.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2014

Interactive segmentation of high resolution synthetic aperture radar data by tree-structured MRF.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Dynamic Hierarchical Segmentation of Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

A Watershed-Based Segmentation Technique for Multiresolution Data.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012

Recursive-TFR Algorithm for Segmentation of Remotely Sensed Images.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

A marker-controlled watershed segmentation: Edge, mark and fill.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Morphological road segmentation in urban areas from high resolution satellite images.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Digital Signal Processing, 2011

2010

Organic ISFET Based on Poly (3-hexylthiophene).

[BibT_eX]

[DOI]

Sensors, 2010

A nonlocal approach for SAR image denoising.

[BibT_eX]

[DOI]

Sara Parrilli

Mariana Poderico

Luisa Verdoliva

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Dynamic segmentation for image information mining.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Graph-based Analysis of Textured Images for Hierarchical Segmentation.

[BibT_eX]

[DOI]

Tamás Szirányi

Proceedings of the British Machine Vision Conference, 2010

2009

Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2009

Hierarchical Texture-Based Segmentation of Multiresolution Remote-Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2009

Texture-Based Segmentation of Very High Resolution Remote-Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Advances in Texture-based Segmentation of High Resolution Remote Sensing Imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Recursive Texture Fragmentation and Reconstruction Segmentation Algorithm Applied to VHR Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008

Region-Based Classification of Multisensor Optical-SAR Images.

[BibT_eX]

[DOI]

Sebastiano B. Serpico

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Texture image segmentation by hierarchical modeling.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Unsupervised hierarchical image segmentation based on the TS-MRF model and fast Mean-Shift clustering.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Quantum Cascade Lasers for Biosensing Applications.

[BibT_eX]

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007

A Hierarchical Texture Model for Unsupervised Segmentation of Remotely Sensed Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Unsupervised Detection of Mammogram Regions of Interest.

[BibT_eX]

[DOI]

Stanislav Mikes

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

A hierarchical segmentation algorithm for multiresolution satellite images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

A Hierarchical Finite-State Model for Texture Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Unsupervised Texture Segmentation by Spectral-Spatial-Independent Clustering.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Hierarchical Mrf-Based Segmentation of Remote-Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2006

Identification of image structure by the mean shift procedure for hierarchical MRF-based image segmentation.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Supervised segmentation of remote sensing images based on a tree-structured MRF model.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2005

Multitemporal image classification with automatic building of tree-structured MRF models.

[BibT_eX]

[DOI]

Proceedings of the 13th European Signal Processing Conference, 2005

An unsupervised segmentation-based coder for multispectral images.

[BibT_eX]

[DOI]

Proceedings of the 13th European Signal Processing Conference, 2005

2004

Tree-structured Markov Random Field models for segmentation of noisy images with application to remote-sensing.

[BibT_eX]

[DOI]

PhD thesis, 2004

Supervised segmentation of remote-sensing multitemporal images based on the tree-structured Markov random field model.

[BibT_eX]

[DOI]

Luca Cicala

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Compression of multitemporal remote sensing images through Bayesian segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Detection of Microcalcifications Clusters in Mammograms through TS-MRF Segmentation and SVM-based Classification.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Segmentation of remote-sensing images by supervised TS-MRF.

[BibT_eX]

Proceedings of the 2004 International Conference on Image Processing, 2004

2003

A tree-structured Markov random field model for Bayesian image segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2003

Improved tree-structured segmentation of remote sensing images.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Sequential Bayesian segmentation of remote sensing images.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

Contour-Based Shape Representation for Image Compression and Analysis.

[BibT_eX]

[DOI]

Proceedings of the Discrete Geometry for Computer Imagery, 11th International Conference, 2003

2002

An adaptive MRF model for boundary-preserving segmentation of multispectral images.

[BibT_eX]

[DOI]