Inversion algorithms comparison using L-band simulated polarimetric interferometric data for forest parameters estimation. - Emanuele Angiuli; Fabio Del Frate; Andrea Della Vecchia; Marco Lavalle; Domenico Solimini; Giorgio Licciardi (IGARSS, 2007)

TerraSAR-X Imaging for Unsepervised Land Cover Classification and Fire Mapping. - Alessandro Burini; Cosimo Putignano; Fabio Del Frate; Michele Lazzarini; Giorgio Licciardi; Giovanni Schiavon; Domenico Solimini; Francesco De Biasi; Paolo Manunta (IGARSS (3), 2008)

TerraSAR-X/SPOT-5 Fused Images for Supervised Land Cover Classification. - Alessandro Burini; Cosimo Putignano; Fabio Del Frate; Giorgio Licciardi; Chiara Pratola; Giovanni Schiavon; Domenico Solimini (IGARSS (5), 2008)

Tasseled Tap Transformation and Neural Networks for the Design of an Optimum Image Classification Algorithm using Multispectral Data. - Giorgio Licciardi; Cosimo Putignano; Fabio Del Frate; Chiara Pratola (IGARSS (4), 2008)

Pulse Coupled Neural Network for Automatic Features Extraction from COSMO-Skymed and TerraSAR-X Imagery. - Fabio Del Frate; Giorgio Licciardi; Fabio Pacifici; Chiara Pratola; Domenico Solimini (IGARSS (3), 2009)

Feature Reduction of Hyperspectral Data using Autoassociative Neural Networks Algorithms. - Giorgio Licciardi; Riccardo Duca; Fabio Del Frate (IGARSS (1), 2009)

Completely Automatic Classification of Satellite Multi-spectral Imagery for the Production of Land Cover Maps. - Giorgio Licciardi; Chiara Pratola; Fabio Del Frate (IGARSS (4), 2009)

Autoassociative neural networks for features reduction of hyperspectral data. - Fabio Del Frate; Giorgio Licciardi; Riccardo Duca (WHISPERS, 2009)

Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest. - Giorgio Licciardi; Fabio Pacifici; Devis Tuia; Saurabh Prasad; Terrance West; Ferdinando Giacco; Christian Thiel 002; Jordi Inglada; Emmanuel Christophe; Jocelyn Chanussot; Paolo Gamba (IEEE Trans. Geosci. Remote. Sens., 2009)

Dimensionality reduction of hyperspectral data: Assessing the performance of Autoassociative Neural Networks. - Giorgio Licciardi; Fabio Del Frate; Giovanni Schiavon; Domenico Solimini (IGARSS, 2010)

A neural network approach for pixel unmixing in hyperspectral data. - Giorgio Licciardi; Fabio Del Frate (WHISPERS, 2010)

Comparison of advanced neural network architectures for hyperspectral data classification. - Prashanth Reddy Marpu; Giorgio Licciardi; Paolo Gamba; Fabio Del Frate (WHISPERS, 2010)

Characterizing land cover from X-band COSMO-SkyMed images by neural networks. - Chiara Pratola; Fabio Del Frate; Giovanni Schiavon; Domenico Solimini; Giorgio Licciardi (JURSE, 2011)

Extended morphological profiles using auto-associative neural networks for hyperspectral data classification. - Giorgio Licciardi; Prashanth Reddy Marpu; Jón Atli Benediktsson; Jocelyn Chanussot (WHISPERS, 2011)

Pixel Unmixing in Hyperspectral Data by Means of Neural Networks. - Giorgio Licciardi; Fabio Del Frate (IEEE Trans. Geosci. Remote. Sens., 2011)

Fusion of hyperspectral and panchromatic images: A hybrid use of indusion and nonlinear PCA. - Giorgio Licciardi; Muhammad Murtaza Khan; Jocelyn Chanussot (ICIP, 2012)

Unsupervised nonlinear spectral unmixing by means of NLPCA applied to hyperspectral imagery. - Giorgio Licciardi; Xavier Ceamanos; Sylvain Douté; Jocelyn Chanussot (IGARSS, 2012)

Fusion of Radarsat-2 and cosmo-skymed polarimetric images to improve land cover classification. - Giorgio Licciardi; Chiara Pratola; Fabio Del Frate; Giovanni Schiavon; Domenico Solimini (IGARSS, 2012)

Image fusion and spectral unmixing of hyperspectral images for spatial improvement of classification maps. - Giorgio Licciardi; Alberto Villa; Muhammad Murtaza Khan; Jocelyn Chanussot (IGARSS, 2012)

Fusion of VHR multispectral and X-band SAR data for the enhancement of vegetation maps. - Chiara Pratola; Giorgio Licciardi; Fabio Del Frate; Giovanni Schiavon; Domenico Solimini (IGARSS, 2012)

Polarimetric sar target decomposition based on nonlinear decorrelation. - Giorgio Licciardi; Ruggero Giuseppe Avezzano; Fabio Del Frate; Giovanni Schiavon; Jocelyn Chanussot (TyWRRS, 2012)

Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction. - Giorgio Licciardi; Muhammad Murtaza Khan; Jocelyn Chanussot; Annick Montanvert; Laurent Condat; Christian Jutten (EURASIP J. Adv. Signal Process., 2012)

Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles. - Giorgio Licciardi; Prashanth Reddy Marpu; Jocelyn Chanussot; Jón Atli Benediktsson (IEEE Geosci. Remote. Sens. Lett., 2012)

Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments. - Giorgio A. Licciardi; Alberto Villa; Mauro Dalla Mura; Lorenzo Bruzzone; Jocelyn Chanussot; Jón Atli Benediktsson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Nonlinear PCA based polarimetric decomposition. - Ruggero Giuseppe Avezzano; Giorgio Licciardi; Fabio Del Frate; Giovanni Schiavon; Jocelyn Chanussot (IGARSS, 2013)

Detection of Anomalies Produced by Buried Archaeological Structures Using Nonlinear Principal Component Analysis Applied to Airborne Hyperspectral Image. - Rosa Maria Cavalli; Giorgio A. Licciardi; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Spectral compression of hyperspectral images by means of nonlinear principal component analysis decorrelation. - Giorgio A. Licciardi; Jocelyn Chanussot; Alessandro Piscini (ICIP, 2014)

Enhancing hyperspectral image quality using nonlinear PCA. - Giorgio A. Licciardi; Jocelyn Chanussot; Gabriel Vasile; Alessandro Piscini (ICIP, 2014)

Hyperspectral super-resolution of locally low rank images from complementary multisource data. - Miguel Angel Veganzones; Miguel Simões; Giorgio A. Licciardi; José M. Bioucas-Dias; Jocelyn Chanussot (ICIP, 2014)

A method for improving the consistency property of pansharpening algorithms. - Maria Rosaria Vicinanza; Rocco Restaino; Gemine Vivone; Mauro Dalla Mura; Giorgio Licciardi; Jocelyn Chanussot (IGARSS, 2014)

A critical comparison of pansharpening algorithms. - Gemine Vivone; Luciano Alparone; Jocelyn Chanussot; Mauro Dalla Mura; Andrea Garzelli; Giorgio Licciardi; Rocco Restaino; Lucien Wald (IGARSS, 2014)

MultiResolution Analysis and Component Substitution techniques for hyperspectral Pansharpening. - Gemine Vivone; Rocco Restaino; Giorgio Licciardi; Mauro Dalla Mura; Jocelyn Chanussot (IGARSS, 2014)

Super-resolution of hyperspectral images using local spectral unmixing. - Giorgio Licciardi; Miguel Angel Veganzones; Miguel Simões; José M. Bioucas-Dias; Jocelyn Chanussot (WHISPERS, 2014)

Application of Non-Linear Principal Component Analysis to Hyperspectral data for noise filtering using artificial neural networks. - Alessandro Piscini; Giorgio Licciardi (WHISPERS, 2014)

Contrast and Error-Based Fusion Schemes for Multispectral Image Pansharpening. - Gemine Vivone; Rocco Restaino; Mauro Dalla Mura; Giorgio Licciardi; Jocelyn Chanussot (IEEE Geosci. Remote. Sens. Lett., 2014)

A novel approach to polarimetric SAR data processing based on Nonlinear PCA. - Giorgio Licciardi; Ruggero Giuseppe Avezzano; Fabio Del Frate; Giovanni Schiavon; Jocelyn Chanussot (Pattern Recognit., 2014)

Impact of hybrid pansharpening approaches applied to hyperspectral images. - Giorgio Licciardi; Miguel Angel Veganzones; Gemine Vivone; Laëtitia Loncan; Jocelyn Chanussot (WHISPERS, 2015)

Hyperspectral pansharpening: a review. - Laëtitia Loncan; Luís B. Almeida; José M. Bioucas-Dias; Xavier Briottet; Jocelyn Chanussot; Nicolas Dobigeon; Sophie Fabre; Wenzhi Liao; Giorgio A. Licciardi; Miguel Simões; Jean-Yves Tourneret; Miguel Angel Veganzones; et al. (CoRR, 2015)

Nonlinear PCA for Visible and Thermal Hyperspectral Images Quality Enhancement. - Giorgio A. Licciardi; Jocelyn Chanussot (IEEE Geosci. Remote. Sens. Lett., 2015)

Spatiotemporal Pattern Recognition and Nonlinear PCA for Global Horizontal Irradiance Forecasting. - Giorgio Licciardi; R. Dambreville; Jocelyn Chanussot; Stéphanie Dubost (IEEE Geosci. Remote. Sens. Lett., 2015)

A Critical Comparison Among Pansharpening Algorithms. - Gemine Vivone; Luciano Alparone; Jocelyn Chanussot; Mauro Dalla Mura; Andrea Garzelli; Giorgio Licciardi; Rocco Restaino; Lucien Wald (IEEE Trans. Geosci. Remote. Sens., 2015)

Pansharpening Based on Semiblind Deconvolution. - Gemine Vivone; Miguel Simões; Mauro Dalla Mura; Rocco Restaino; José M. Bioucas-Dias; Giorgio Licciardi; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2015)

Multi-resolution analysis techniques and nonlinear PCA for hybrid pansharpening applications. - Giorgio Licciardi; Gemine Vivone; Mauro Dalla Mura; Rocco Restaino; Jocelyn Chanussot (Multidimens. Syst. Signal Process., 2016)

Hyperspectral Local Intrinsic Dimensionality. - Lucas Drumetz; Miguel Angel Veganzones; Ruben Marrero Gomez; Guillaume Tochon; Mauro Dalla Mura; Giorgio A. Licciardi; Christian Jutten; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2016)

Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data. - Miguel Angel Veganzones; Miguel Simões; Giorgio Licciardi; Naoto Yokoya; José M. Bioucas-Dias; Jocelyn Chanussot (IEEE Trans. Image Process., 2016)

Noise Reduction in Hyperspectral Imagery: Overview and Application. - Behnood Rasti; Paul Scheunders; Pedram Ghamisi; Giorgio Licciardi; Jocelyn Chanussot (Remote. Sens., 2018)

The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity. - Yanbiao Ma; Yuxin Li; Kexin Feng; Yu Xia; Qi Huang; Hongyan Zhang 001; Colin Prieur; Giorgio Licciardi; Hana Malha; Jocelyn Chanussot; Pedram Ghamisi; Ronny Hänsch; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

SCIA Project: Development of Algorithms for Generating Products Related to Cryosphere by Exploiting PRISMA Hyperspectral Data. - Ludovica De Gregorio; Mattia Callegari; Roberto Colombo; Edoardo Cremonese; Biagio Di Mauro; Roberto Garzonio; Claudia Giardino; Carlo Marin; Erica Matta; Claudia Notarnicola; Monica Pepe; Claudia Ravasio; et al. (IGARSS, 2023)

Prisma Hyperspectral Data Exploitation: The Italian Space Agency Programmes in Support of Scientific Downstream Applications, an Effort Towards the Commercial Exploitation. - Giorgio A. Licciardi; Maria Libera Battagliere (IGARSS, 2023)

The Econet Project: AI Based Satellite and Ground Sensor Analysis for Surface Waters Protection. - Valeria La Pegna; Fabio Del Frate; Davide De Santis; Roberto Dragone; Gerardo Grasso; Daniela Zane; Giorgio Licciardi; Patrizia Sacco; Deodato Tapete (IGARSS, 2023)

The 'Primary' Project: Air Quality Monitoring at Urban Scale with Prisma Hyperspectral Data. - Davide De Santis; Sarathchandrakumar Thottuchirayil Sasidharan; Fabio Del Frate; Gabriele Curci; Francesca Barnaba; Luca Di Liberto; Cristiana Bassani; Enrico Giuseppe Cadau; Stefano Casadio; Giorgio Licciardi (IGARSS, 2023)

Scientific Research and Applications Development Based on Exploitation of PRISMA Data in the Framework of ASI - ISRO Earth Observation Working Group Hyperspectral Activity. - Deodato Tapete; Rajeev Kumar Jaiswal; Giorgio Licciardi; Patrizia Sacco; Praveen Kumar Gupta; Pokkuluri Venkat Raju; Babu Govindha Raj; Anand S. Sahadevan; Touseef Ahmad; Rosly Boy Lyngdoh; Vinay Kumar; Shefali Agrawal; et al. (IGARSS, 2023)

Assessment of Resourcesat-2A Liss-3 Radiometric Calibration Accuracy with Near Simultaneous Prisma Data Over Niger-2. - Santhi Sree. B; Raghavender N; Saritha P. K; Giorgio Licciardi; Patrizia Sacco; Deodato Tapete (WHISPERS, 2023)

Prisma Based Study of Nidar Ophiolites as Martian Analogues for Serpentinization. - Mamta Chauhan; Giorgio A. Licciardi; Patrizia Sacco; Deodato Tapete (WHISPERS, 2023)

Prisma Scienza Programme for the Hyperspectral Data Exploitation Supporting the Development of the Italian Scientific and Industrial Downstream Sector. - Giorgio A. Licciardi; Maria Libera Battagliere; Rocchina Guarini; Maria Girolamo Daraio; Luigi D'Amato; Antonio Montuori; Alessandro Coletta (IGARSS, 2024)

A Machine-Learning Approach for Generating Synthetic Prisma Hyperspectral Images from Multispectral Data. - Manilo Monaco; Giorgio A. Licciardi; Maria Libera Battagliere; Rocchina Guarini; Mario G. C. A. Cimino; Laura Candela (IGARSS, 2024)

The Econet Project: Use of AI for Surface Water Monitoring with Satellite and Ground Sensor Data. - Valeria La Pegna; Fabio Del Frate; Davide De Santis; Dario Cappelli; Martina Frezza; Roberto Dragone; Gerardo Grasso; Daniela Zane; Bruno Brunetti; Sabrina Foglia; Giorgio Licciardi; Patrizia Sacco; et al. (IGARSS, 2024)

Air Quality Monitoring At Urban Scale Using PRISMA Hyperspectral Data: the 'Primary' Project. - Davide De Santis; Sarathchandrakumar Thottuchirayil Sasidharan; Marco Di Giacomo; Gianmarco Bencivenni; Fabio Del Frate; Gabriele Curci; Ana Carolina Amarillo; Francesca Barnaba; Luca Di Liberto; Ferdinando Pasqualini; Cristiana Bassani; Silvia Scifoni; et al. (IGARSS, 2024)

AI Feature Extraction for Prisma Hyperspectral Data. - Sarathchandrakumar T. Sasidharan; Davide De Santis; Marco Di Giacomo; Gianmarco Bencivenni; Fabio Del Frate; Gabriele Curci; Ana Carolina Amarillo; Francesca Barnaba; Luca Di Liberto; Ferdinando Pasqualini; Cristiana Bassani; Silvia Scifoni; et al. (IGARSS, 2024)