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Hyperspectral Image Unmixing Incorporating Adjacency Information

dc.contributor.authorBauer, Sebastian*
dc.date.accessioned2021-02-11T15:43:10Z
dc.date.available2021-02-11T15:43:10Z
dc.date.issued2018*
dc.date.submitted2019-07-28 18:37:01*
dc.identifier34233*
dc.identifier.issn21906629*
dc.identifier.urihttps://directory.doabooks.org/handle/20.500.12854/49739
dc.description.abstractWhile the spectral information contained in hyperspectral images is rich, the spatial resolution of such images is in many cases very low. Many pixel spectra are mixtures of pure materials’ spectra and therefore need to be decomposed into their constituents. This work investigates new decomposition methods taking into account spectral, spatial and global 3D adjacency information. This allows for faster and more accurate decomposition results.*
dc.languageEnglish*
dc.relation.ispartofseriesForschungsberichte aus der Industriellen Informationstechnik / Institut für Industrielle Informationstechnik (IIIT), Karlsruher Institut für Technologie*
dc.subjectT1-995*
dc.subject.classificationthema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issuesen_US
dc.subject.otherSpektrale Entmischung*
dc.subject.otherspectral unmixing*
dc.subject.otherBlinde Quellentrennung*
dc.subject.otherHyperspectral image processing*
dc.subject.otherNichtnegative Matrixzerlegung*
dc.subject.othernonnegative matrix factorization*
dc.subject.otherblind source separation*
dc.subject.otherHyperspektrale Bildverarbeitung*
dc.titleHyperspectral Image Unmixing Incorporating Adjacency Information*
dc.typebook
oapen.identifier.doi10.5445/KSP/1000081665*
oapen.relation.isPublishedBy68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2*
oapen.relation.isbn9783731507888*
oapen.pagesXIII, 203 p.*
oapen.volume18*
peerreview.review.typeFull text
peerreview.anonymityAll identities known
peerreview.reviewer.typeEditorial board member
peerreview.reviewer.typeExternal peer reviewer
peerreview.review.stagePre-publication
peerreview.open.reviewNo
peerreview.publish.responsibilityBooks or series editor
peerreview.id51a542ec-eaeb-47c2-861d-6022e981a97a
peerreview.titleDissertations in Series (Dissertationen in Schriftenreihe)


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