G. Licciardi

发表

Hyperspectral Pansharpening: A Review

Naoto Yokoya, Jocelyn Chanussot, Jean-Yves Tourneret, 2015, IEEE Geoscience and Remote Sensing Magazine.

A COMPARISON OF FEATURE EXTRACTION METHODOLOGIES APPLIED ON HYPERSPECTRAL DATA

F. Del Frate, G. Licciardi, F. Frate, 2010 .

Enhancing hyperspectral image quality using nonlinear PCA

J. Chanussot, G. Licciardi, A. Piscini, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Urban land-cover mapping with hyperspectral data by means of data reduction techniques and machine learning classifiers

F. Canters, C. Cariou, G. Licciardi, 2014 .

TerraSAR-X/SPOT-5 Fused Images for Supervised Land Cover Classification

Fabio Del Frate, Domenico Solimini, Chiara Pratola, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Non-Linear Spectral Unmixing for the Estimation of the Distribution of Graphene Oxide Deposition on 3D Printed Composites

J. Chanussot, G. Licciardi, C. Del Gaudio, 2020, Applied Sciences.

Mapping the biomass of Gola forest reserve in Sierra Leone with remote sensing data and neural networks

D. Coomes, Qi Chen, G. Licciardi, 2010 .

Multi-resolution analysis techniques and nonlinear PCA for hybrid pansharpening applications

M. Mura, J. Chanussot, G. Licciardi, 2015, Multidimensional Systems and Signal Processing.

Detection of Anomalies Produced by Buried Archaeological Structures Using Nonlinear Principal Component Analysis Applied to Airborne Hyperspectral Image

Jocelyn Chanussot, Rosa Maria Cavalli, Giorgio Licciardi, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Pansharpening Based on Semiblind Deconvolution

Jocelyn Chanussot, José M. Bioucas-Dias, Rocco Restaino, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral Data in Urban Areas

Giorgio Licciardi, G. Licciardi, 2014 .

Analysis of the Chemical and Physical Environmental Aspects that Promoted the Spread of SARS-CoV-2 in the Lombard Area

J. Chanussot, G. Licciardi, C. Del Gaudio, 2021, International journal of environmental research and public health.

Noise Reduction in Hyperspectral Imagery: Overview and Application

Jocelyn Chanussot, Paul Scheunders, Pedram Ghamisi, 2018, Remote. Sens..

A Critical Comparison Among Pansharpening Algorithms

Jocelyn Chanussot, Luciano Alparone, Andrea Garzelli, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data

Jocelyn Chanussot, José M. Bioucas-Dias, Miguel Angel Veganzones, 2014, IEEE Transactions on Image Processing.

Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles

Jon Atli Benediktsson, Jocelyn Chanussot, Prashanth Reddy Marpu, 2012, IEEE Geoscience and Remote Sensing Letters.

The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity

Naoto Yokoya, Jocelyn Chanussot, Pedram Ghamisi, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Nonlinear Spectral Unmixing for the Characterisation of Volcanic Surface Deposit and Airborne Plumes from Remote Sensing Imagery

Jocelyn Chanussot, Giorgio Licciardi, Alessandro Piscini, 2017 .

Contrast and Error-Based Fusion Schemes for Multispectral Image Pansharpening

Jocelyn Chanussot, Rocco Restaino, Gemine Vivone, 2014, IEEE Geoscience and Remote Sensing Letters.

Super-resolution of hyperspectral images using local spectral unmixing

Jocelyn Chanussot, José M. Bioucas-Dias, Miguel Angel Veganzones, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Spectral compression of hyperspectral images by means of nonlinear principal component analysis decorrelation

Jocelyn Chanussot, Giorgio Licciardi, Alessandro Piscini, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Assessing the performance of two unsupervised dimensionality reduction techniques on hyperspectral APEX data for high resolution urban land-cover mapping

Claude Cariou, Giorgio Licciardi, Frank Canters, 2014 .

Image fusion and spectral unmixing of hyperspectral images for spatial improvement of classification maps

Jocelyn Chanussot, Alberto Villa, Muhammad Murtaza Khan, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Pixel Unmixing in Hyperspectral Data by Means of Neural Networks

Fabio Del Frate, Giorgio Licciardi, G. Licciardi, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest

Jocelyn Chanussot, Paolo Gamba, Emmanuel Christophe, 2009, IEEE Transactions on Geoscience and Remote Sensing.

Spatiotemporal Pattern Recognition and Nonlinear PCA for Global Horizontal Irradiance Forecasting

Jocelyn Chanussot, Giorgio Licciardi, Stéphanie Dubost, 2015, IEEE Geoscience and Remote Sensing Letters.

MultiResolution Analysis and Component Substitution techniques for hyperspectral Pansharpening

Jocelyn Chanussot, Rocco Restaino, Gemine Vivone, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction

Jocelyn Chanussot, Christian Jutten, Laurent Condat, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

A novel approach to polarimetric SAR data processing based on Nonlinear PCA

Jocelyn Chanussot, Fabio Del Frate, Giovanni Schiavon, 2014, Pattern Recognit..

Feature reduction of hyperspectral data using Autoassociative neural networks algorithms

Fabio Del Frate, Giorgio Licciardi, Riccardo Duca, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Spectral transformation based on nonlinear principal component analysis for dimensionality reduction of hyperspectral images

Jocelyn Chanussot, Giorgio Licciardi, J. Chanussot, 2018 .

Application of Non-Linear Principal Component Analysis to Hyperspectral data for noise filtering using artificial neural networks

Giorgio Licciardi, Alessandro Piscini, G. Licciardi, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Polarimetric sar target decomposition based on nonlinear decorrelation

Jocelyn Chanussot, Fabio Del Frate, Giovanni Schiavon, 2012, 2012 Tyrrhenian Workshop on Advances in Radar and Remote Sensing (TyWRRS).

Extended morphological profiles using auto-associative neural networks for hyperspectral data classification

Jon Atli Benediktsson, Jocelyn Chanussot, Prashanth Reddy Marpu, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Comparison of advanced neural network architectures for hyperspectral data classification

Paolo Gamba, Fabio Del Frate, Prashanth Reddy Marpu, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments

Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hyperspectral Local Intrinsic Dimensionality

Jocelyn Chanussot, Christian Jutten, Guillaume Tochon, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Unsupervised nonlinear spectral unmixing by means of NLPCA applied to hyperspectral imagery

Jocelyn Chanussot, Sylvain Douté, Xavier Ceamanos, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral super-resolution of locally low rank images from complementary multisource data

J. Bioucas-Dias, J. Chanussot, G. Licciardi, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Inversion algorithms comparison using L-band simulated polarimetric interferometric data for forest parameters estimation

Fabio Del Frate, Marco Lavalle, Domenico Solimini, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.