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CV: Technical officer
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Date Submitted: Last Modified: Current job: Employment Term: Job location: Date available: Industry: Keywords|
PERSONAL INFORMATION |
Sex male | Date of birth 18/02/1974 | Nationality Italy |
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WORK EXPERIENCE |
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01/03/2017 – current |
Technical Officer – Head of the Business Applications Department Fondazione E.AMALDI – Consorzio di Ricerca Hypatia Supporting SMEs applying to ESA ARTES Business Application programme. Mentorship, business analysis/development/intelligence, company scouting, company advisory in the New Space Economy industrial environment |
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02/05/2016 – 29/02/2017
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Senior researcher Superelectric Srl Responsible for research activities in multi/hyperspectral imaging and UAV remote sensing |
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15/10/2014 – 17/06/2016 |
Research associate GIPSA-Lab Grenoble Institute of Technology, Grenoble - France Research activities in multi-energy x-ray imaging |
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15/10/2010 – 14/10/2014 |
Post-Doc Fellow GIPSA-Lab Grenoble Institute of Technology, Grenoble - France Research activities in hyperspectral image analysis |
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15/03/2010 – 14/10/2010 |
Consultant E-GEOS Spa Management of PS interferometric products, web services, researches and thematic studies |
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15/03/2009 – 14/03/2010 |
Research associate Tor Vergata University, Rome - Italy Research on classification algorithms using neural networks applied on remote sensed data |
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15/05/2005 – 14/03/2009 |
Consultant GEO-K spa - Tor Vergata University, Rome -Italy GIS analyst, development of products and applications for remote sensing |
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EDUCATION AND TRAINING |
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05/2010
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Ph.D. in Geoinformation |
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Tor Vergata University, Rome -Italy |
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Image processing, pattern recognition and statistical analysis supporting remote sensing and EO. |
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05/2005 |
MSc. in Telecommunication Engineering |
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Tor Vergata University, Rome -Italy |
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Image processing and pattern recognition.
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07/2003 |
BSc. in Telecommunication Engineering |
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Tor Vergata University, Rome -Italy |
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Satellite communication systems.
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ENTREPRENEURAL ACTIVITIES |
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12/2016 - current Description Main customers |
Autoentrepreneur Providing consultancy on remote sensing and image processing analysis in France Grenoble Institute of Technology Multix
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07/2016 - current Description
Main customers
010/2018 - current Description
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Sol Invictus Founder of a startup providing solar irradiation forecast. Business model development, team building, Funding. EDF France
ExBEERience.it Founder of a startup interconnecting beer lovers with craft breweries. Business model development, team building, funding
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12/2016 - current Description Main customers |
Autoentrepreneur Providing consultancy on remote sensing and image processing analysis in France Grenoble Institute of Technology Multix |
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PERSONAL SKILLS |
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Mother tongue |
Italian |
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Other language(s) |
English, French |
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Communication skills |
Good communication skills gained through my experience as: Speaker at international conferences and seminars held in Italian, English and French; Lecturer of several academic courses held in Italian, English and French. |
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Organisational / managerial skills |
Industrial mentoring (supervisor of several SMEs and start-ups to assess their business models) Academic mentoring (supervision of several M.Sc., B.Sc. and Ph.D. students) Business development Business analysis Business intelligence Project management (experience in management of projects at national level) Leadership (Head of the department of business analysis) Teaching (experience in preparation of academic courses) |
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Technical skills |
Good command of: Neural Networks Support Vector Machines Pattern recognition Big data processing Hyper/Multi-spectral image processing SAR image processing Deep learning techniques
In-deep knowledge of remote sensing systems (Optical, Thermal, SAR LiDAR). Good knowledge of SATCOM and GNSS systems. |
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Computer skills |
Expert user of image processing and GIS software: ENVI, ImageJ, ESRI ArcGIS, Erdas Imagine, Geoserver, Qgis. IDL (expert programmer), Matlab (expert programmer) |
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Other skills |
Problem solving, decision making, critical thinking, creative thinking, negotiation. |
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Driving licence |
B |
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ADDITIONAL INFORMATION |
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Invited seminars
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08/05/2018 “From Farm to Fork: Updates in Monitoring, Sensing & Reporting Technologies in Precision Agriculture”, Invited keynote speaker at the Global Food Innovation Summit Seeds&Chips 2018, Milan 2018 15/12/2017 “ESA ARTES Business Applications: Funding and professional opportunities for italian Engineers”. @Agenzia Spaziale Italiana ASI, Roma Italy 23/05/2017, “ESA ARTES-IAP program: Space based services in support of CBRNe operations”. @SICC2017, Roma Italy 05/07/2016 “NLPCA applications for spectral compression and denoising of multivariate images", Invited keynote speaker at IASIM2016 - Chamonix 2016 05/03/2015 “NLPCA applications for spectral compression and denoising of multivariate images", invited speaker @California Institute of Technology – Caltech Los Angeles California USA 10/04/2014 "Hybrid approach for hyperspectral image pansharpening based on NLPCA", @ParisTech, Paris France 22/01/2014 "Information extraction from hyperspectral images using NLPCA", @Portsmouth University, Portsmouth UK 08/11/2012 "Very high resolution multi-angular images for building height retrieval using attribute filters and geometric invariant moments", @ParisTech, Paris France 05/07/2011 "Hyperspectral image processing", @Tor Vergata University, Rome Italy |
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Editorial activity |
Guest Editor for Remote Sensing and Sensors Journals
Reviewer for the following international journals:
IEEE Transactions on Geoscience and Remote Sensing IEEE Geoscience and Remote sensing Letters IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing IEEE journal of Sensors IEEE Transactions on Signal Processing Proceedings of IEEE International Journal of Remote Sensing Remote Sensing Letters Remote Sensing of the Environment EURASIP Journal on Advance in Signal Processing. |
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Professional affiliation |
Member of: IEEE Geoscience and Remote Sensing Society IEEE Signal Processing Society |
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Qualification |
Qualification aux fonctions de maître de conférences. French teaching qualification as assistant professor. |
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Awards |
Winner of the 2008 IEEE Geoscience and Remote Sensing Data Fusion contest (among more than 2000 submissions). Second place at the 2009 IEEE Geoscience and Remote Sensing Data Fusion contest. IEEE grant to attend IGARSS2009 conference and present my latest research results Winner of the 2014 best paper award for IGARSS 2014 with the paper “MULTIRESOLUTION ANALYSIS AND COMPONENT SUBSTITUTION TECHNIQUES FOR HYPERSPECTRAL PANSHARPENING” G. Vivone, R. Restaino, G. Licciardi, M. Dalla Mura, and J. Chanussot.
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Mentorship |
Mentoring for the StartupBootCamp in Foodtech Mentoring for the Copernicus Accelerator Programme |
LIST OF PUBLICATIONS
Book chapters
[1] G. Licciardi, “Hyperspectral Data in Urban Areas”, in “Encyclopedia of Earthquake Engineering”, edited by Michael Beer, Edoardo Patelli, Ioannis Kougioumtzoglou and Ivan Siu-Kui Au. Springer-Verlag Berlin Heidelberg 2014.
[2] G. Licciardi, “Hyperspectral Data Compression”, in “Hyperspectral Imaging”, edited by J. M. Amigo, Elsevier, 2019.
Peer reviewed journal Publications:
[1] G. Licciardi, F. Pacifici, D. Tuia, S. Prasad, T. West, F. Giacco, J. Inglada, E. Christophe, J. Chanussot, P. Gamba, “Decision fusion for the classification of hyperspectral data: Outcome of the 2008 GRS-S Data Fusion Contest”, IEEE Transactions on Geoscience and Remote Sensing, Volume: 47, issue: 11, pp: 3857-3865, 2009.
[2] G. Licciardi, F. Del Frate, “Pixel Unmixing in Hyperspectral Data by Means of Neural Networks”, IEEE Transactions on Geoscience and Remote Sensing, Volume: 49, issue: 11, part 1, pp: 4163-4172, 2011.
[3] G. Licciardi, P. R. Marpu, J. Chanussot, J. A. Benediktsson, “Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles”, IEEE Geoscience and Remote Sensing Letters, Volume: 9, issue: 3, pp: 447-451, 2012.
[4] G. Licciardi, A. Villa, M. Dalla Mura, L. Bruzzone, J. Chanussot, J. A. Benediktsson, “Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume: 5, issue: 1, pp: 71-79, 2012
[5] G. Licciardi, M. M. Khan, J. Chanussot, A. Montanvert, L. Condat, C. Jutten, “Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction”, EURASIP Journal of Advances in Signal Processing, 2012, 2012:207
[6] R. M. Cavalli, G. Licciardi, J. Chanussot, “Detection of Anomalies Produced by Buried Archaeological Structures Using Nonlinear Principal Component Analysis Applied to Airborne Hyperspectral Image”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume: 6, issue: 2, pp: 659 – 669, 2013.
[7] G. Vivone, R. Restaino, M. Dalla Mura, G. Licciardi and J. Chanussot, “Contrast and Error-based Fusion Schemes for Multispectral Image Pansharpening”, IEEE Geoscience and Remote Sensing Letters, Volume 11, issue 5, pp: 930-934, 2014.
[8] G. Licciardi, R. G. Avezzano, F. Del Frate, G. Schiavon, J. Chanussot “A Novel Approach to Polarimetric SAR Data Procesing Based on Nonlinear PCA”. Pattern Recognition, Volume 47, issue 5, pp: 1953-1967, 2014.
[9] L. Demarchi, F. Canters, C. Cariou, G. Licciardi and J. Cheung-Wai Chan “Assessing the Performance of Two Unsupervised Dimensionality Reduction Techniques on Hyperspectral APEX Data for High Resolution Urban Land-Cover Mapping”. ISPRS Journal of Photogrammetry and Remote Sensing, Volume 87, January 2014, Pages 166-179
[10]G. A. Licciardi, R. Dambreville , J. Chanussot, S. Dubost “Spatio-temporal pattern recognition and nonlinear PCA for global horizontal irradiance forecasting”, IEEE Geoscience and Remote Sensing Letters, Volume 12, issue 2, pages 284-288, 2014.
[11] G. Vivone, M. Simoes, M. Dalla Mura, R. Restaino, J. M. Bioucas-Dias, G. Licciardi, J. Chanussot, “Pansharpening based on semiblind deconvolution”, IEEE Transactions on Geoscience and Remote Sensing, Volume 53, issue 4, pages 1997-2010, 2015
[12] G. Vivone, L. Alparone, J. Chanussot, M. Dalla Mura, A. Garzelli, G. Licciardi, R. Restaino, L. Wald, “A Critical Comparison Among Pansharpening Algorithms” IEEE Transactions on Geoscience and Remote Sensing Volume 53, issue 5, pages 2565-2586, 2014
[13] G. Licciardi, J. Chanussot, “Nonlinear PCA for visible and thermal hyperspectral image quality enhancement”, IEEE Geoscience and Remote Sensing Letters, Volume 12, issue 6, pages 1228-1231. 2015.
[14] L. Loncan, L. B. Almeida, J. Bioucas-Dias, X. Briottet, J. Chanussot, N. Bubigeon, S. Fabre, W. Liao, G. Licciardi, M. Simoes, J. Y. Tourneret, M. Veganzones, G. Vivone, Q. Wei, N. Yokoya. “Hyperspectral pansharpening: a review”, IEEE Geoscience and Remote Sensing Magazine, vol.3, no.3, pp.27-46, 2015
[15] G. Licciardi, G. Vivone, M. Dalla Mura, R. Restaino, J. Chanussot, “Multi-Resolution Analysis Techniques and Nonlinear PCA for hybrid Pansharpening Applications”, on Multidimensional Systems and Signal Processing, 2015
[16] M.A. Veganzones, M. Simoes, G. Licciardi, N. Yokoya, J.M. Bioucas-Dias, and J. Chanussot, “Hyperspectral super-resolution of locally low rank images from complementary multisource data” IEEE Transaction in Image Processing, vol 25, no. 1, pp. 274-288, 2016
[17] L. Drumetz, M. A. Veganzones, R. Marrero, G. Tochon, M. Dalla Mura, G. Licciardi, C. Jutten and J. Chanussot, “Hyperspectral local intrinsic dimensionality”, IEEE Transactions on Geoscience and Remote Sensing, Vol. 54, no. 7, pp. 4063 - 4078, 2016
[18] G. Licciardi, P. Sellitto, A. Piscini and J. Chanussot, “Non-Linear Spectral Unmixing for the Characterisation of Volcanic Surface Deposit and Airborne Plumes from Remote Sensing Imagery”, Geosciences, 2017, 7, 46
[19] Giorgio Licciardi, Jocelyn Chanussot, “Spectral transformation based on nonlinear principal component analysis for dimensionality reduction of hyperspectral images”, European Journal of Remote Sensing, 51:1, 375-390, 2018
[20] Rasti, B. Scheunders, P. Ghamisi, P. Licciardi, G. Chanussot, J. “Noise Reduction in Hyperspectral Imagery: Overview and Application”. Remote Sens. 2018, 10, 482.
Conference proceedings:
[1] E. Angiuli, F. Del Frate, G. Licciardi, C. Putignano “Un Algoritmo di Rete Neurale per la Produzione di Mappe di Sealing da Dati Satellitari LANDSAT”, Proceedings of AUTEC 2005, Mantova, Italy, December 2005.
[2] P. Sellitto, E. Angiuli, G. Licciardi and A. Minchella “Algoritmi di rete neurale per l’inversione del dato satellitare”, Atti del Congresso Nazionale 2007 della Societa’ Italiana di Fisica, Pisa, Italy.
[3] C. Putignano, F. Del Frate, G. Licciardi, G. Schiavon, D. Solimini, “Multitemporal SAR images at X-band: scattering features and potential in land cover classification”, Proceedings of IGARSS 2007, Barcelona, Spain.
[4] E. Angiuli, F. Del Frate, A. Della Vecchia, M. Lavalle, D. Solimini, G. Licciardi, “Neural Inversion Algorithm for Forest Parameter Estimation: Test by L-band Simulated Polarimetric Interferometric Data”, Proceedings of IGARSS 2007, Barcelona, Spain.
[5] C. Putignano, F. Del Frate, G. Licciardi, D. Iasillo, G. Sanchez, R. Vallejo, E. Volden and T. Hausler “Forest monitoring for climate change”, Proceedings of 27th EARSeL June 2007.
[6] D. Iasillo, C Putignano,F. Del Frate, G. Licciardi, G. Sanchez Pea, R. Vallejo, E. Volden, T. Hausler, “A Neural Network approach to forestry mapping in GSE Forest, the Spanish case”, Forest-Sat 2007, Montpellier France.
[7] A. Burini, C. Putignano, F. Del Frate, G. Licciardi, D. Iasillo, G. Signorile, “Mappe tematiche da dati satellitari: integrazione tra metodologie neurali e ad oggetti”, Atti 11a Conferenza Nazionale ASITA, Centro Congressi Lingotto, Torino 6 - 9 novembre 2007.
[8] F. Del Frate, M. Lazzarini, G. Licciardi, C. Putignano, C. Pratola, “Una procedura completamente automatica per la classificazione di immagini satellitari”, XIV Riunione Annuale CeTeM / VWorkshop AIT / XIV Giornata MECSA sull’Ingegneria delle Microonde, Roma, 23-24 Ottobre 2008.
[9] G. Licciardi, C. Putignano, F. Del Frate, C. Pratola, “Tasseled Cap Transformation and Neural Networks for the Design of an Optimum Image Classification Algorithm Using Multispectral”, Proceedings of IGARSS 2008, Boston, USA, July 6-11, 2008.
[10] A. Burini, C. Putignano, F. Del Frate, G. Licciardi, G. Schiavon, D. Solimini, C. Pratola, “TerraSAR-X/SPOT-5 fused images for supervised land cover classification”, Proceedings of IGARSS 2008, Boston, USA, July 6-11, 2008
[11] C. Putignano, D. Solimini, A. Burini, F. Del Frate, G. Schiavon, G. Licciardi, M. Lazzarini, P. Manunta, F. De Biasi, “TERRASAR-X Imaging for Unsupervised Land Cover Classification and Fire Mapping” Proceedings of IGARSS 2008, Boston, USA, July 6-11, 2008.
[12] F. Del Frate, G. Licciardi, R. Duca, “Use of Neural Networks for the production of land cover mps from hyperspectral data” Workshop “Verso le Applicazioni della missione iperspettrale nazionale PRISMA”, 31 marzo/1aprile 2009 ASI - Centro di Geodesia Spaziale “G. Colombo”, Matera
[13] G. Licciardi, F. Del Frate, R. Duca, “Feature Reduction Of Hyperspectral Data Using Autoassociative Neural Networks Algorithms” IGARSS 2009 Cape Town, South Africa, 13-17 July 2009
[14] G. Licciardi, C. Pratola, F. Del Frate, “Completely Automatic Classification Of Satellite Multi- Spectral Imagery For The Production Of Land Cover Maps”, Proceedings of IGARSS 2009 Cape Town, South Africa, 13-17 July 2009.
[15] F. Del Frate, G. Licciardi, F. Pacifici, C. Pratola, D. Solimini, “Pulse Coupled Neural Networks for Automatic Features Extraction From COSMO-SKYMED and TERRASAR-X Imagery”, Proceedings of IGARSS 2009 Cape Town, South Africa, 13 - 17 July 2009.
[16] F. Del Frate, G. Licciardi, R. Duca , “Autoassociative Neural Networks For Features Reduction Of Hyperspectral Data”, Proceedings of the First IEEE GRSS Workshop on Hyperspectral Image and Signal Processing WHISPERS 2009 Grenoble, France, 26-28 August 2009.
[17] G. Licciardi, “Neural Network Algorithms for Nonlinear Spectral Unmixing Applied on Hyperspectral Data”, Proceedings of ESA Hyperspectral Workshop, Frascati, Italy 17- 19 March 2010.
[18] G. Licciardi, F. Del Frate, G. Satalino, P. Blonda, “A Comparison of Feature Extraction Methodologies Applied on Hyperspectral Data”, Proceedings of ESA Hyperspectral Workshop, Frascati, Italy 17- 19 March 2010.
[19] G. Licciardi, F. Del Frate, G. Schiavon, D. Solimini, “Neural Network Architectures for Classification of Multi-Temporal and Multi-Angle Chris-Proba Data”, Proceedings of ESA Hyperspectral Workshop, Frascati, Italy 17- 19 March 2010.
[20] F. Del Frate, G. Licciardi, C. Notarnicola, F. Manes, “Estimation of Vegetation Parameters by means of Hyperspectral Data and Neural Networks”, Proceedings of ESA Hyperspectral Workshop, Frascati, Italy 17- 19 March 2010.
[21] F. Del Frate, G. Licciardi, M. T. Chiaradia, R. Matarrese, A. Morea, “Use of Neural Networks for the Retrieval of Water Parameters from Hyperspectral Data”, Proceedings of ESA Hyperspectral Workshop, Frascati, Italy 17- 19 March 2010.
[22] G. Licciardi, F. Del Frate, “A Neural Network Approach for Pixel Unmixing in hyperspectral Data”, Second IEEE GRSS Workshop on Hyperspectral Image and Signal Processing WHISPERS 2010 Reykjavik, Iceland, 14-16 June 2010.
[23] P. Reddy Marpu, G. Licciardi, P. Gamba, F. Del Frate, “Comparison of Advanced Neural Network Architectures For Hyperspectral Data Classification”, Second IEEE GRSS Workshop on Hyperspectral Image and Signal Processing WHISPERS 2010 Reykjavik, Iceland, 14-16 June 2010.
[24] G. Licciardi, F. Del Frate, G. Schiavon, D. Solimini, “Dimensionality Reduction of Hyperspectral Data: Assessing the Performance of Autoassociative Neural Networks”, IGARSS 2010, Honolulu, Hawaii, USA, July 25-30 2010.
[25] G. Vaglio Laurin , Q. Chen, D. Coomes, F. Del Frate, G. Licciardi, J. Lindsell, “Mapping the Biomass of Gola Forest Reserve in Sierra Leone With Remote Sensing and neural Networks”, Proceedings of FORESTSAT2010 - Lugo and Santiago de Compostela, Spain, 7-10 September 2010.
[26] G. Licciardi, P. R. Marpu, J. A. Benediktsson, J. Chanussot, “Extended Morphological profiles using Autoassociative neural networks for hyperspectral data classification”, Third IEEE GRSS Workshop on Hyperspectral Image and Signal Processing WHISPERS 2011 Lisbon, Portugal, 6-9 June 2011.
[27] C. Pratola, F. Del Frate, G. Schiavon, D. Solimini, G. Licciardi, “Characterizing land cover from X-band COSMO-SkyMed images by neural networks”, Proceedings of the Urban Remote Sensing Event (JURSE), 2011
[28] G. Licciardi, M. M. Khan, J. Chanussot, A. Montanvert, L. Condat, C. Jutten, “Fusion of hyperspectral and panchromatic images using multi-resolution analysis and nonlinear PCA band reduction”, IGARSS 2011, Vancouver, Canada, July 24-29 2011.
[29] G. Licciardi, C. Pratola, F. Del Frate, G. Schiavon, D. Solimini, “Fusion of RADARSAT-2 and COSMO-SkyMED Polarimetric Image to Improve Land Cover Classification”, IGARSS 2012, Munich, Germany, July 22-27 2012.
[30] G. Licciardi, A. Villa, M. M. Khan, J. Chanussot, “Image Fusion and Spectral Unmixing of Hyperspectral Images for Spatial Improvement of Classification Maps”, IGARSS 2012, Munich, Germany, July 22-27 2012.
[31] G. Licciardi, A. Villa, X. Ceamanos, S. Douté, J. Chanussot, “Unsupervised Nonlinear Spectral Unmixing by Means of NLPCA Applied to Hyperspectral Imagery”, IGARSS 2012, Munich, Germany, July 22-27 2012.
[32] C. Pratola, G. Licciardi, F. Del Frate, G. Schiavon, D. Solimini, “Fusion of VHR Multispectral and X-Band SAR Data for the Enhancement of Vegetation Maps”, IGARSS 2012, Munich, Germany, July 22-27 2012.
[33] G. Licciardi, M. M. Khan, J. Chanussot, “Fusion of Hyperspectral and Panchromatic Images: a Hybrid Use of Indusion and Nonlinear PCA”, ICIP 2012, Orlando, Florida, USA, September 30 – October 3 2012.
[34] G. Licciardi, R. G. Avezzano, F. Del Frate, G. Schiavon, J Chanussot, “Polarimetric SAR Target Decomposition Based on Nonlinear Decorrelation”, Proceedings of the Tyrrhenian Workshop 2012 on Advances in Radar and Remote Sensing (TyWRRS 2012), Napoli, Italy, 12-14 september 2012
[35] G. Licciardi, R. G. Avezzano, F. Del Frate, G. Schiavon, J Chanussot, “Polarimetric SAR Target Decomposition Based on Nonlinear Decorrelation”, POLinSAR 2013 Workshop, 28 – 1 February 2013, ESA-ESRIN, Frascati (Rome) Italy
[36] Luca Demarchi, Claude Cariou, Giorgio Licciardi, Frank Canters, Jonathan Cheung-Wai Chan, “Urban land-cover mapping with hyperspectral data by means of data reduction techniques and machine learning classifiers
”, Proceedings of 33th EARSeL Symposium, 3 – 6 June 2013, Matera, Italy
[37] R. G. Avezzano, G. Licciardi, F. Del Frate, G. Schiavon, J Chanussot, “Nonlinear PCA based polarimetric decomposition”, IGARSS 2013, Melbourne, 21-26 July 2013
[38] G. Licciardi, M. A. Veganzones, M. Simoes, J. Bioucas Dias, J Chanussot, “Super resolution of hyperspectral images using local spectral unmixing”, sixth IEEE GRSS Workshop on Hyperspectral Image and Signal Processing WHISPERS 2014 Lausanne, Switzerland, 24-27 June 2014
[39] A. Piscini, G. Licciardi, “Application of nonlinear principal component analysis to hyperspectral data for noise filtering using artificial neural networks”, sixth IEEE GRSS Workshop on Hyperspectral Image and Signal Processing WHISPERS 2014 Lausanne, Switzerland, 24-27 June 2014
[40] G Vivone, R. Restaino, G. Licciardi, M. Dalla Mura, J. Chanussot, “Multiresolution analysis and component substitution techniques for hyperspectral pansharpening”, IGARSS 2014, Quebec City, 13-18 July 2014
[41] M. R. Vicinanza, R. Restaino, G Vivone, M. Dalla Mura, G. Licciardi, J. Chanussot, “A method for improving the consistency property of pansharpening algorithms”, IGARSS 2014, Quebec City, 13-18 July 2014
[42] G Vivone, L. Alparone, J. Chanussot, M. Dalla Mura, A. Garzelli, G. Licciardi, R. Restaino, L. Wald, “A critical comparison of pansharpening algorithms”, IGARSS 2014, Quebec City, 13-18 July 2014
[43]M.A. Veganzones, M. Simoes, G. Licciardi, J. Bioucas, J. Chanussot, “Hyperspectral super-resolution of locally low rank images from complementary multisource data”, ICIP 2014, 27-30 october 2014, Paris, France.
[44] G. Licciardi, J. Chanussot, G. Vasile, A. Piscini, “Enhancing hyperspectral image quality using nonlinear PCA”, ICIP 2014, 27-30 october 2014, Paris, France.
[45] G. Licciardi, J. Chanussot, A. Piscini, “Spectral compression of hyperspectral images by means of nonlinear principal component analysis decorrelation”, ICIP 2014, 27-30 october 2014, Paris, France.
[46] G. Licciardi, M.A. Veganzones, G. Vivone, L. Loncan, J. Chanussot, “Impact of hybrid pansharpening approaches applied to hyperspectral images”. WHISPERS 2015, 2-5 June 2015, Tokio, Japan.
[47] L. Loncan L., L. B. Almeida, J. Bioucas Dias , X. Briottet , J. Chanussot, N. Dobigeon, S. Fabre, W. Liao, G. Licciardi, M. Simoes, J. Y. Tourneret, M. A. Veganzones, G. Vivone, Q. Wei, N Yokoya, “Comparison of nine hyperspectral pansharpening methods”, IGARSS 2015, 26-31 July 2015, Milan, Italy.
[48] G. Licciardi, M. Dalla Mura, J. Chanussot, “Deep Learning Techniques For The Information Extraction From Large Earth Observation Data”, EO Open Science 2017, 25-28 September 2017, ESA-ESRIN, Frascati, Italy
[49] G. Licciardi, L. Scatena, F. Lucebello, “K2space: Providing New Market Opportunities To Added Value Companies In The New Space Economy Era”, EO Open Science 2017, 25-28 September 2017, ESA-ESRIN, Frascati, Italy
[50] G. Licciardi, E. Lombardi, L. Scatena M. Musmeci, “The HAPS opportunities and capabilities to improve the integrated application development in Italy”, HAPS4ESA 2017, 9-10 October 2017, Noordwijkerhout, The Netherlands
[51] G. Licciardi, “Deep-learning techniques for accurate global horizontal irradiance forecasting”, Eumetsat Conference 2017, 2-6 October 2017, Rome, Italy
[52] G. Licciardi, E. Lombardi, L. Scatena “KEY2SPACE: Providing new market opportunities to added value companies in the new space economy era”, 69th International Astronautical Congress (IAC), Bremen, Germany, 1-5 October 2018.
[53] L. Scatena, E. Lombardi, G. Licciardi, “The New Space Economy Powered By Venture Capitalists: An Italian VC Fund For Space”, The ESA Earth Observation Phi-Week 2018, 12-16 November 2018, ESA-ESRIN, Frascati, Italy
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- if your business is located in France, you will be charged a 20% VAT
- if your business is located in the EU and you don't have a valid VAT registration number, you will be charged a 20% VAT
- if your business is located in the EU and you do have a valid VAT registration number, you won't be charged VAT provided you give us your VAT number (mandatory for invoicing)
Support:
For sales enquiries and general information, you can call us on +33(0)622757477.
Support is available Mon-Fri on +33(0)622757477 or via email. Out-of-hours support is provided only via email.
Please also note that we are located in France. Our normal office hours are 09:00 to 18:00 Monday to Friday. France timezone is GMT+1.
Warning:
We are very serious about our job seekers privacy so only legitimate recruiters and employers are eligible for a recruiter account. All subscriptions requests will be manually approved and recruiter accounts constantly monitored. Users who enter inaccurate or incomplete information will not gain access to post jobs or search resumes. Sharing of login details with a third party will result in the suspension of the recruiter's account with no subscription refund.
Recruitment agencies are only eligible for a Gold package and recruitment agencies recruiting for companies already using Space Careers will not be accepted.
To ensure you are approved, please include the following on your application:
* The website address of your Company. Under construction websites will be rejected.
* Email - Must end in @yourcompany.com. Applications using free email accounts such as Hotmail, Yahoo or Gmail will be rejected.
Individual exceptions can be made on a case by case basis by emailing sales@space-careers.com. Accounts found not to be in compliance will be deleted.
