Objective Recent advances in the fields of electronics and optics technology have permitted the design and development of sophisticated hyperspectral imaging sensors, which are able to capture the naturally occurring imaging spectra at a very high spatial resolution forming three-dimensional data cubes. In addition, it is envisaged that the next generation hyperspectral video cameras will have the ability to capture several hyperspectral data cubes per second, at almost video rates. Hyperspectral video sequences possessing high temporal, spatial, and spectral resolution will combine the advantages of both video and hyperspectral imagery. This unprecedented wealth of information poses a major challenge and necessitates the development of highly sophisticated signal processing systems. Addressing simultaneously the explosive growth of data dimensionality and the need to accurately determine the type and nature of the objects being imaged is a task that is not sufficiently treated currently by conventional statistical data analysis methods. The objective of this project is to develop, test, and evaluate novel signal processing technologies for real-time processing of hyperspectral data cubes. Although hyperspectral sensors capture massive amounts of high-dimensional data, relevant information usually lies in a low-dimensional space. Our aim is to extend recent theoretical and algorithmic developments in the field of sparsity-enforcing recovery, compressive sensing, and matrix completion, in order to build and exploit sparse representations adapted to the hyperspectral signals of interest. It is envisaged that all three, temporal, spatial and spectral domains of hyperspectral data will be explored for sparse representations. Thus, sparsity in the data will be used not only to improve estimation performance, but also to mitigate the enormous computational burden needed to analyze hyperspectral data and leverage the development of real-time hyperspectral processing systems. Fields of science natural sciencescomputer and information sciencesdata sciencenatural sciencesphysical sciencesastronomyastrophysicsnatural sciencescomputer and information sciencesartificial intelligencemachine learningnatural sciencesphysical sciencesastronomyphysical cosmologynatural sciencesmathematicsapplied mathematicsmathematical model Programme(s) H2020-EU.2.1.6. - INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies – Space Main Programme H2020-EU.2.1.6.1. - Enabling European competitiveness, non-dependence and innovation of the European space sector Topic(s) COMPET-06-2014 - Bottom-up space technologies at low TRL Call for proposal H2020-COMPET-2014 See other projects for this call Funding Scheme RIA - Research and Innovation action Coordinator IDRYMA TECHNOLOGIAS KAI EREVNAS Net EU contribution € 240 000,00 Address N plastira str 100 70013 Irakleio Greece See on map Region Νησιά Αιγαίου Κρήτη Ηράκλειο Activity type Research Organisations Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Participants (4) Sort alphabetically Sort by Net EU contribution Expand all Collapse all COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES France Net EU contribution € 209 875,00 Address Rue leblanc 25 75015 Paris See on map Region Ile-de-France Ile-de-France Paris Activity type Research Organisations Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 ETHNIKO ASTEROSKOPEIO ATHINON Greece Net EU contribution € 190 000,00 Address Lofos nymfon 11810 Athina See on map Region Αττική Aττική Κεντρικός Τομέας Αθηνών Activity type Research Organisations Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 INTERUNIVERSITAIR MICRO-ELECTRONICA CENTRUM Belgium Net EU contribution € 203 125,00 Address Kapeldreef 75 3001 Leuven See on map Region Vlaams Gewest Prov. Vlaams-Brabant Arr. Leuven Activity type Research Organisations Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 PLANETEK ITALIA SRL Italy Net EU contribution € 185 000,00 Address Via massaua 12 70132 Bari See on map SME The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed. Yes Region Sud Puglia Bari Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00
