Giorgio Licciardi

Orcid: 0000-0003-4259-919X

According to our database1, Giorgio Licciardi authored at least 54 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Prisma Based Study of Nidar Ophiolites as Martian Analogues for Serpentinization.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Assessment of Resourcesat-2A Liss-3 Radiometric Calibration Accuracy with Near Simultaneous Prisma Data Over Niger-2.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Scientific Research and Applications Development Based on Exploitation of PRISMA Data in the Framework of ASI - ISRO Earth Observation Working Group Hyperspectral Activity.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

The 'Primary' Project: Air Quality Monitoring at Urban Scale with Prisma Hyperspectral Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

The Econet Project: AI Based Satellite and Ground Sensor Analysis for Surface Waters Protection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Prisma Hyperspectral Data Exploitation: The Italian Space Agency Programmes in Support of Scientific Downstream Applications, an Effort Towards the Commercial Exploitation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

SCIA Project: Development of Algorithms for Generating Products Related to Cryosphere by Exploiting PRISMA Hyperspectral Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2021
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

2018
Noise Reduction in Hyperspectral Imagery: Overview and Application.
Remote. Sens., 2018

2016
Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data.
IEEE Trans. Image Process., 2016

Hyperspectral Local Intrinsic Dimensionality.
IEEE Trans. Geosci. Remote. Sens., 2016

Multi-resolution analysis techniques and nonlinear PCA for hybrid pansharpening applications.
Multidimens. Syst. Signal Process., 2016

2015
Pansharpening Based on Semiblind Deconvolution.
IEEE Trans. Geosci. Remote. Sens., 2015

A Critical Comparison Among Pansharpening Algorithms.
IEEE Trans. Geosci. Remote. Sens., 2015

Spatiotemporal Pattern Recognition and Nonlinear PCA for Global Horizontal Irradiance Forecasting.
IEEE Geosci. Remote. Sens. Lett., 2015

Nonlinear PCA for Visible and Thermal Hyperspectral Images Quality Enhancement.
IEEE Geosci. Remote. Sens. Lett., 2015

Hyperspectral pansharpening: a review.
CoRR, 2015

Impact of hybrid pansharpening approaches applied to hyperspectral images.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

2014
A novel approach to polarimetric SAR data processing based on Nonlinear PCA.
Pattern Recognit., 2014

Contrast and Error-Based Fusion Schemes for Multispectral Image Pansharpening.
IEEE Geosci. Remote. Sens. Lett., 2014

Application of Non-Linear Principal Component Analysis to Hyperspectral data for noise filtering using artificial neural networks.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Super-resolution of hyperspectral images using local spectral unmixing.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

MultiResolution Analysis and Component Substitution techniques for hyperspectral Pansharpening.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A critical comparison of pansharpening algorithms.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A method for improving the consistency property of pansharpening algorithms.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Hyperspectral super-resolution of locally low rank images from complementary multisource data.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Enhancing hyperspectral image quality using nonlinear PCA.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Spectral compression of hyperspectral images by means of nonlinear principal component analysis decorrelation.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Detection of Anomalies Produced by Buried Archaeological Structures Using Nonlinear Principal Component Analysis Applied to Airborne Hyperspectral Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Nonlinear PCA based polarimetric decomposition.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles.
IEEE Geosci. Remote. Sens. Lett., 2012

Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction.
EURASIP J. Adv. Signal Process., 2012

Polarimetric sar target decomposition based on nonlinear decorrelation.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

Fusion of VHR multispectral and X-band SAR data for the enhancement of vegetation maps.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Image fusion and spectral unmixing of hyperspectral images for spatial improvement of classification maps.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Fusion of Radarsat-2 and cosmo-skymed polarimetric images to improve land cover classification.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Unsupervised nonlinear spectral unmixing by means of NLPCA applied to hyperspectral imagery.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Fusion of hyperspectral and panchromatic images: A hybrid use of indusion and nonlinear PCA.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
Pixel Unmixing in Hyperspectral Data by Means of Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2011

Extended morphological profiles using auto-associative neural networks for hyperspectral data classification.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Characterizing land cover from X-band COSMO-SkyMed images by neural networks.
Proceedings of the Joint Urban Remote Sensing Event, 2011

2010
Comparison of advanced neural network architectures for hyperspectral data classification.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

A neural network approach for pixel unmixing in hyperspectral data.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Dimensionality reduction of hyperspectral data: Assessing the performance of Autoassociative Neural Networks.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest.
IEEE Trans. Geosci. Remote. Sens., 2009

Autoassociative neural networks for features reduction of hyperspectral data.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Completely Automatic Classification of Satellite Multi-spectral Imagery for the Production of Land Cover Maps.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Feature Reduction of Hyperspectral Data using Autoassociative Neural Networks Algorithms.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Pulse Coupled Neural Network for Automatic Features Extraction from COSMO-Skymed and TerraSAR-X Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Tasseled Tap Transformation and Neural Networks for the Design of an Optimum Image Classification Algorithm using Multispectral Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

TerraSAR-X/SPOT-5 Fused Images for Supervised Land Cover Classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

TerraSAR-X Imaging for Unsepervised Land Cover Classification and Fire Mapping.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Inversion algorithms comparison using L-band simulated polarimetric interferometric data for forest parameters estimation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007


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